Pandas Profiling Report

Dataset statistics

Number of variables	110
Number of observations	1099444
Missing cells	58591168
Missing cells (%)	48.4%
Total size in memory	922.7 MiB
Average record size in memory	880.0 B

Variable types

Numeric	66
Text	19
Unsupported	25

Alerts

`year` has constant value ""	Constant
`quarter` has constant value ""	Constant
`flights` has constant value ""	Constant
`deptime` has 16322 (1.5%) missing values	Missing
`depdelay` has 16335 (1.5%) missing values	Missing
`depdelayminutes` has 16335 (1.5%) missing values	Missing
`depdel15` has 16335 (1.5%) missing values	Missing
`departuredelaygroups` has 16335 (1.5%) missing values	Missing
`taxiout` has 16558 (1.5%) missing values	Missing
`wheelsoff` has 16558 (1.5%) missing values	Missing
`wheelson` has 17189 (1.6%) missing values	Missing
`taxiin` has 17189 (1.6%) missing values	Missing
`arrtime` has 17189 (1.6%) missing values	Missing
`arrdelay` has 18860 (1.7%) missing values	Missing
`arrdelayminutes` has 18860 (1.7%) missing values	Missing
`arrdel15` has 18860 (1.7%) missing values	Missing
`arrivaldelaygroups` has 18860 (1.7%) missing values	Missing
`cancellationcode` has 1082691 (98.5%) missing values	Missing
`actualelapsedtime` has 18860 (1.7%) missing values	Missing
`airtime` has 18860 (1.7%) missing values	Missing
`carrierdelay` has 898621 (81.7%) missing values	Missing
`weatherdelay` has 898621 (81.7%) missing values	Missing
`nasdelay` has 898621 (81.7%) missing values	Missing
`securitydelay` has 898621 (81.7%) missing values	Missing
`lateaircraftdelay` has 898621 (81.7%) missing values	Missing
`firstdeptime` has 1094184 (99.5%) missing values	Missing
`totaladdgtime` has 1094187 (99.5%) missing values	Missing
`longestaddgtime` has 1094187 (99.5%) missing values	Missing
`divreacheddest` has 1097337 (99.8%) missing values	Missing
`divactualelapsedtime` has 1097773 (99.8%) missing values	Missing
`divarrdelay` has 1097773 (99.8%) missing values	Missing
`divdistance` has 1097337 (99.8%) missing values	Missing
`div1airport` has 1097142 (99.8%) missing values	Missing
`div1airportid` has 1097142 (99.8%) missing values	Missing
`div1airportseqid` has 1097142 (99.8%) missing values	Missing
`div1wheelson` has 1097142 (99.8%) missing values	Missing
`div1totalgtime` has 1097142 (99.8%) missing values	Missing
`div1longestgtime` has 1097142 (99.8%) missing values	Missing
`div1wheelsoff` has 1097752 (99.8%) missing values	Missing
`div1tailnum` has 1097752 (99.8%) missing values	Missing
`div2airport` has 1099417 (> 99.9%) missing values	Missing
`div2airportid` has 1099417 (> 99.9%) missing values	Missing
`div2airportseqid` has 1099417 (> 99.9%) missing values	Missing
`div2wheelson` has 1099417 (> 99.9%) missing values	Missing
`div2totalgtime` has 1099417 (> 99.9%) missing values	Missing
`div2longestgtime` has 1099417 (> 99.9%) missing values	Missing
`div2wheelsoff` has 1099438 (> 99.9%) missing values	Missing
`div2tailnum` has 1099438 (> 99.9%) missing values	Missing
`div3airport` has 1099444 (100.0%) missing values	Missing
`div3airportid` has 1099444 (100.0%) missing values	Missing
`div3airportseqid` has 1099444 (100.0%) missing values	Missing
`div3wheelson` has 1099444 (100.0%) missing values	Missing
`div3totalgtime` has 1099444 (100.0%) missing values	Missing
`div3longestgtime` has 1099444 (100.0%) missing values	Missing
`div3wheelsoff` has 1099444 (100.0%) missing values	Missing
`div3tailnum` has 1099444 (100.0%) missing values	Missing
`div4airport` has 1099444 (100.0%) missing values	Missing
`div4airportid` has 1099444 (100.0%) missing values	Missing
`div4airportseqid` has 1099444 (100.0%) missing values	Missing
`div4wheelson` has 1099444 (100.0%) missing values	Missing
`div4totalgtime` has 1099444 (100.0%) missing values	Missing
`div4longestgtime` has 1099444 (100.0%) missing values	Missing
`div4wheelsoff` has 1099444 (100.0%) missing values	Missing
`div4tailnum` has 1099444 (100.0%) missing values	Missing
`div5airport` has 1099444 (100.0%) missing values	Missing
`div5airportid` has 1099444 (100.0%) missing values	Missing
`div5airportseqid` has 1099444 (100.0%) missing values	Missing
`div5wheelson` has 1099444 (100.0%) missing values	Missing
`div5totalgtime` has 1099444 (100.0%) missing values	Missing
`div5longestgtime` has 1099444 (100.0%) missing values	Missing
`div5wheelsoff` has 1099444 (100.0%) missing values	Missing
`div5tailnum` has 1099444 (100.0%) missing values	Missing
`empty_col` has 1099444 (100.0%) missing values	Missing
`diverted` is highly skewed (γ1 = 22.77737356)	Skewed
`securitydelay` is highly skewed (γ1 = 85.93091604)	Skewed
`divairportlandings` is highly skewed (γ1 = 62.89861948)	Skewed
`div3airport` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div3airportid` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div3airportseqid` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div3wheelson` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div3totalgtime` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div3longestgtime` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div3wheelsoff` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div3tailnum` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div4airport` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div4airportid` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div4airportseqid` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div4wheelson` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div4totalgtime` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div4longestgtime` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div4wheelsoff` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div4tailnum` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div5airport` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div5airportid` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div5airportseqid` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div5wheelson` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div5totalgtime` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div5longestgtime` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div5wheelsoff` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`div5tailnum` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`empty_col` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`depdelay` has 59738 (5.4%) zeros	Zeros
`depdelayminutes` has 669227 (60.9%) zeros	Zeros
`depdel15` has 871902 (79.3%) zeros	Zeros
`departuredelaygroups` has 262413 (23.9%) zeros	Zeros
`arrdelay` has 20607 (1.9%) zeros	Zeros
`arrdelayminutes` has 701533 (63.8%) zeros	Zeros
`arrdel15` has 879761 (80.0%) zeros	Zeros
`arrivaldelaygroups` has 198835 (18.1%) zeros	Zeros
`cancelled` has 1082691 (98.5%) zeros	Zeros
`diverted` has 1097337 (99.8%) zeros	Zeros
`carrierdelay` has 70542 (6.4%) zeros	Zeros
`weatherdelay` has 193041 (17.6%) zeros	Zeros
`nasdelay` has 116711 (10.6%) zeros	Zeros
`securitydelay` has 199313 (18.1%) zeros	Zeros
`lateaircraftdelay` has 106887 (9.7%) zeros	Zeros
`divairportlandings` has 1097142 (99.8%) zeros	Zeros

Reproduction

Analysis started	2023-12-06 17:31:10.287945
Analysis finished	2023-12-06 17:31:27.008678
Duration	16.72 seconds
Software version	ydata-profiling vv4.6.3
Download configuration	config.json

year
Real number (ℝ)

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2021

Minimum	2021
Maximum	2021
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	2021
5-th percentile	2021
Q1	2021
median	2021
Q3	2021
95-th percentile	2021
Maximum	2021
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	0
Kurtosis	0
Mean	2021
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	2221976324
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
2021	1099444	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2021	1099444	100.0%

Value	Count	Frequency (%)
2021	1099444	100.0%

quarter
Real number (ℝ)

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4

Minimum	4
Maximum	4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	4
5-th percentile	4
Q1	4
median	4
Q3	4
95-th percentile	4
Maximum	4
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	0
Kurtosis	0
Mean	4
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	4397776
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
4	1099444	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	1099444	100.0%

Value	Count	Frequency (%)
4	1099444	100.0%

month
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.50196736

Minimum	11
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	11
5-th percentile	11
Q1	11
median	12
Q3	12
95-th percentile	12
Maximum	12
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4999963569
Coefficient of variation (CV)	0.04347050738
Kurtosis	-1.999941709
Mean	11.50196736
Median Absolute Deviation (MAD)	0
Skewness	-0.00786950384
Sum	12645769
Variance	0.2499963569
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
12	551885	50.2%
11	547559	49.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11	547559	49.8%
12	551885	50.2%

Value	Count	Frequency (%)
12	551885	50.2%
11	547559	49.8%

dayofmonth
Real number (ℝ)

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.74288731

Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	16
Q3	23
95-th percentile	29
Maximum	31
Range	30
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	8.803721563
Coefficient of variation (CV)	0.5592189913
Kurtosis	-1.194608969
Mean	15.74288731
Median Absolute Deviation (MAD)	8
Skewness	0.000965916908
Sum	17308423
Variance	77.50551336
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
23	38651	3.5%
29	38525	3.5%
28	38475	3.5%
19	38073	3.5%
5	38003	3.5%
27	37784	3.4%
12	37721	3.4%
22	37573	3.4%
21	37383	3.4%
30	36889	3.4%
Other values (21)	720367	65.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	36584	3.3%
2	36001	3.3%
3	36736	3.3%
4	35141	3.2%
5	38003	3.5%

Value	Count	Frequency (%)
31	15506	1.4%
30	36889	3.4%
29	38525	3.5%
28	38475	3.5%
27	37784	3.4%

dayofweek
Real number (ℝ)

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.897726487

Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	4
Q3	6
95-th percentile	7
Maximum	7
Range	6
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	1.99239076
Coefficient of variation (CV)	0.5111674118
Kurtosis	-1.21262101
Mean	3.897726487
Median Absolute Deviation (MAD)	2
Skewness	0.06852645996
Sum	4285332
Variance	3.969620942
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	170567	15.5%
4	164793	15.0%
3	161871	14.7%
5	161358	14.7%
2	158191	14.4%
7	150824	13.7%
6	131840	12.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	170567	15.5%
2	158191	14.4%
3	161871	14.7%
4	164793	15.0%
5	161358	14.7%

Value	Count	Frequency (%)
7	150824	13.7%
6	131840	12.0%
5	161358	14.7%
4	164793	15.0%
3	161871	14.7%

flightdate
Text

Distinct	61
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.4 MiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	10994440
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2021-12-08
2nd row	2021-12-09
3rd row	2021-12-10
4th row	2021-12-11
5th row	2021-12-12

Value	Count	Frequency (%)
2021-11-28	20248	1.8%
2021-11-29	20054	1.8%
2021-11-24	19965	1.8%
2021-11-19	19556	1.8%
2021-11-04	19514	1.8%
2021-11-05	19471	1.8%
2021-11-18	19441	1.8%
2021-11-23	19396	1.8%
2021-11-11	19349	1.8%
2021-11-12	19304	1.8%
Other values (51)	903146	82.1%

Most occurring characters

Value	Count	Frequency (%)
1	3232672	29.4%
2	3222811	29.3%
-	2198888	20.0%
0	1532941	13.9%
3	162183	1.5%
9	112170	1.0%
8	111388	1.0%
7	109919	1.0%
4	105940	1.0%
6	104535	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8795552	80.0%
Dash Punctuation	2198888	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	3232672	36.8%
2	3222811	36.6%
0	1532941	17.4%
3	162183	1.8%
9	112170	1.3%
8	111388	1.3%
7	109919	1.2%
4	105940	1.2%
6	104535	1.2%
5	100993	1.1%

Dash Punctuation

Value	Count	Frequency (%)
-	2198888	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10994440	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	3232672	29.4%
2	3222811	29.3%
-	2198888	20.0%
0	1532941	13.9%
3	162183	1.5%
9	112170	1.0%
8	111388	1.0%
7	109919	1.0%
4	105940	1.0%
6	104535	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10994440	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	3232672	29.4%
2	3222811	29.3%
-	2198888	20.0%
0	1532941	13.9%
3	162183	1.5%
9	112170	1.0%
8	111388	1.0%
7	109919	1.0%
4	105940	1.0%
6	104535	1.0%

reporting_airline
Text

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.4 MiB

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2198888
Distinct characters	22
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	OH
2nd row	OH
3rd row	OH
4th row	OH
5th row	OH

Value	Count	Frequency (%)
wn	194737	17.7%
aa	144732	13.2%
dl	138898	12.6%
oo	132218	12.0%
ua	96753	8.8%
yx	55141	5.0%
mq	45171	4.1%
9e	43025	3.9%
b6	40806	3.7%
oh	40262	3.7%
Other values (7)	167701	15.3%

Most occurring characters

Value	Count	Frequency (%)
A	431950	19.6%
O	304698	13.9%
N	230163	10.5%
W	194737	8.9%
D	138898	6.3%
L	138898	6.3%
U	96753	4.4%
Y	81297	3.7%
X	70226	3.2%
9	68988	3.1%
Other values (12)	442280	20.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2069756	94.1%
Decimal Number	129132	5.9%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	431950	20.9%
O	304698	14.7%
N	230163	11.1%
W	194737	9.4%
D	138898	6.7%
L	138898	6.7%
U	96753	4.7%
Y	81297	3.9%
X	70226	3.4%
Q	60256	2.9%
Other values (9)	321880	15.6%

Decimal Number

Value	Count	Frequency (%)
9	68988	53.4%
6	40806	31.6%
4	19338	15.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2069756	94.1%
Common	129132	5.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	431950	20.9%
O	304698	14.7%
N	230163	11.1%
W	194737	9.4%
D	138898	6.7%
L	138898	6.7%
U	96753	4.7%
Y	81297	3.9%
X	70226	3.4%
Q	60256	2.9%
Other values (9)	321880	15.6%

Common

Value	Count	Frequency (%)
9	68988	53.4%
6	40806	31.6%
4	19338	15.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2198888	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	431950	19.6%
O	304698	13.9%
N	230163	10.5%
W	194737	8.9%
D	138898	6.3%
L	138898	6.3%
U	96753	4.4%
Y	81297	3.7%
X	70226	3.2%
9	68988	3.1%
Other values (12)	442280	20.1%

dot_id_reporting_airline
Real number (ℝ)

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19987.11542

Minimum	19393
Maximum	20452
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	19393
5-th percentile	19393
Q1	19790
median	19977
Q3	20368
95-th percentile	20452
Maximum	20452
Range	1059
Interquartile range (IQR)	578

Descriptive statistics

Standard deviation	372.9746127
Coefficient of variation (CV)	0.01866075243
Kurtosis	-1.279674603
Mean	19987.11542
Median Absolute Deviation (MAD)	327
Skewness	-0.2581749927
Sum	2.197471413 × 10¹⁰
Variance	139110.0617
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
19393	194737	17.7%
19805	144732	13.2%
19790	138898	12.6%
20304	132218	12.0%
19977	96753	8.8%
20452	55141	5.0%
20398	45171	4.1%
20363	43025	3.9%
20409	40806	3.7%
20397	40262	3.7%
Other values (7)	167701	15.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
19393	194737	17.7%
19687	15085	1.4%
19690	11955	1.1%
19790	138898	12.6%
19805	144732	13.2%

Value	Count	Frequency (%)
20452	55141	5.0%
20436	25963	2.4%
20416	35426	3.2%
20409	40806	3.7%
20398	45171	4.1%

iata_code_reporting_airline
Text

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.4 MiB

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2198888
Distinct characters	22
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	OH
2nd row	OH
3rd row	OH
4th row	OH
5th row	OH

Value	Count	Frequency (%)
wn	194737	17.7%
aa	144732	13.2%
dl	138898	12.6%
oo	132218	12.0%
ua	96753	8.8%
yx	55141	5.0%
mq	45171	4.1%
9e	43025	3.9%
b6	40806	3.7%
oh	40262	3.7%
Other values (7)	167701	15.3%

Most occurring characters

Value	Count	Frequency (%)
A	431950	19.6%
O	304698	13.9%
N	230163	10.5%
W	194737	8.9%
D	138898	6.3%
L	138898	6.3%
U	96753	4.4%
Y	81297	3.7%
X	70226	3.2%
9	68988	3.1%
Other values (12)	442280	20.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2069756	94.1%
Decimal Number	129132	5.9%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	431950	20.9%
O	304698	14.7%
N	230163	11.1%
W	194737	9.4%
D	138898	6.7%
L	138898	6.7%
U	96753	4.7%
Y	81297	3.9%
X	70226	3.4%
Q	60256	2.9%
Other values (9)	321880	15.6%

Decimal Number

Value	Count	Frequency (%)
9	68988	53.4%
6	40806	31.6%
4	19338	15.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2069756	94.1%
Common	129132	5.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	431950	20.9%
O	304698	14.7%
N	230163	11.1%
W	194737	9.4%
D	138898	6.7%
L	138898	6.7%
U	96753	4.7%
Y	81297	3.9%
X	70226	3.4%
Q	60256	2.9%
Other values (9)	321880	15.6%

Common

Value	Count	Frequency (%)
9	68988	53.4%
6	40806	31.6%
4	19338	15.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2198888	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	431950	19.6%
O	304698	13.9%
N	230163	10.5%
W	194737	8.9%
D	138898	6.3%
L	138898	6.3%
U	96753	4.4%
Y	81297	3.7%
X	70226	3.2%
9	68988	3.1%
Other values (12)	442280	20.1%

tail_number
Text

Distinct	5379
Distinct (%)	0.5%
Missing	3255
Missing (%)	0.3%
Memory size	8.4 MiB

Length

Max length	6
Median length	6
Mean length	5.980525256
Min length	5

Characters and Unicode

Total characters	6555786
Distinct characters	34
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	< 0.1%

Sample

1st row	N522AE
2nd row	N529EA
3rd row	N500AE
4th row	N531EG
5th row	N500AE

Value	Count	Frequency (%)
n480ha	582	0.1%
n483ha	568	0.1%
n488ha	567	0.1%
n493ha	520	< 0.1%
n484ha	517	< 0.1%
n487ha	498	< 0.1%
n476ha	496	< 0.1%
n478ha	491	< 0.1%
n479ha	481	< 0.1%
n486ha	477	< 0.1%
Other values (5369)	1090992	99.5%

Most occurring characters

Value	Count	Frequency (%)
N	1475062	22.5%
8	429536	6.6%
3	407293	6.2%
2	406136	6.2%
7	375882	5.7%
6	352948	5.4%
4	340018	5.2%
1	339243	5.2%
5	337269	5.1%
9	334622	5.1%
Other values (24)	1757777	26.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3576566	54.6%
Uppercase Letter	2979220	45.4%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	1475062	49.5%
A	226148	7.6%
W	177350	6.0%
S	159775	5.4%
U	94151	3.2%
D	88254	3.0%
Y	78136	2.6%
K	74883	2.5%
J	74013	2.5%
Q	64253	2.2%
Other values (14)	467195	15.7%

Decimal Number

Value	Count	Frequency (%)
8	429536	12.0%
3	407293	11.4%
2	406136	11.4%
7	375882	10.5%
6	352948	9.9%
4	340018	9.5%
1	339243	9.5%
5	337269	9.4%
9	334622	9.4%
0	253619	7.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	3576566	54.6%
Latin	2979220	45.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	1475062	49.5%
A	226148	7.6%
W	177350	6.0%
S	159775	5.4%
U	94151	3.2%
D	88254	3.0%
Y	78136	2.6%
K	74883	2.5%
J	74013	2.5%
Q	64253	2.2%
Other values (14)	467195	15.7%

Common

Value	Count	Frequency (%)
8	429536	12.0%
3	407293	11.4%
2	406136	11.4%
7	375882	10.5%
6	352948	9.9%
4	340018	9.5%
1	339243	9.5%
5	337269	9.4%
9	334622	9.4%
0	253619	7.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6555786	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	1475062	22.5%
8	429536	6.6%
3	407293	6.2%
2	406136	6.2%
7	375882	5.7%
6	352948	5.4%
4	340018	5.2%
1	339243	5.2%
5	337269	5.1%
9	334622	5.1%
Other values (24)	1757777	26.8%

flight_number_reporting_airline
Real number (ℝ)

Distinct	6416
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2678.969059

Minimum	1
Maximum	8802
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	304
Q1	1175
median	2339
Q3	4152
95-th percentile	5731
Maximum	8802
Range	8801
Interquartile range (IQR)	2977

Descriptive statistics

Standard deviation	1781.394938
Coefficient of variation (CV)	0.6649553983
Kurtosis	-1.081298192
Mean	2678.969059
Median Absolute Deviation (MAD)	1385
Skewness	0.3788250665
Sum	2945376458
Variance	3173367.924
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
371	505	< 0.1%
342	484	< 0.1%
1103	483	< 0.1%
2081	474	< 0.1%
539	462	< 0.1%
1274	459	< 0.1%
340	457	< 0.1%
698	455	< 0.1%
778	450	< 0.1%
303	448	< 0.1%
Other values (6406)	1094767	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	320	< 0.1%
2	330	< 0.1%
3	309	< 0.1%
4	247	< 0.1%
5	182	< 0.1%

Value	Count	Frequency (%)
8802	1	< 0.1%
8801	1	< 0.1%
8799	1	< 0.1%
8796	1	< 0.1%
8794	1	< 0.1%

originairportid
Real number (ℝ)

Distinct	363
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12658.35478

Minimum	10135
Maximum	16869
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	10135
5-th percentile	10397
Q1	11292
median	12889
Q3	14027
95-th percentile	14893
Maximum	16869
Range	6734
Interquartile range (IQR)	2735

Descriptive statistics

Standard deviation	1521.734078
Coefficient of variation (CV)	0.1202157867
Kurtosis	-1.29201414
Mean	12658.35478
Median Absolute Deviation (MAD)	1466
Skewness	0.1036694406
Sum	1.391715221 × 10¹⁰
Variance	2315674.603
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10397	52884	4.8%
11298	46963	4.3%
13930	45283	4.1%
11292	43601	4.0%
11057	33232	3.0%
12892	32373	2.9%
14107	28912	2.6%
14747	26649	2.4%
12953	26248	2.4%
12889	25842	2.4%
Other values (353)	737457	67.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10135	736	0.1%
10136	337	< 0.1%
10140	3214	0.3%
10141	132	< 0.1%
10146	156	< 0.1%

Value	Count	Frequency (%)
16869	242	< 0.1%
16218	305	< 0.1%
16101	117	< 0.1%
15991	118	< 0.1%
15919	1695	0.2%

originairportseqid
Real number (ℝ)

Distinct	363
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1265839.322

Minimum	1013506
Maximum	1686901
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1013506
5-th percentile	1039707
Q1	1129202
median	1288903
Q3	1402702
95-th percentile	1489302
Maximum	1686901
Range	673395
Interquartile range (IQR)	273500

Descriptive statistics

Standard deviation	152173.1649
Coefficient of variation (CV)	0.1202152297
Kurtosis	-1.292019765
Mean	1265839.322
Median Absolute Deviation (MAD)	146596
Skewness	0.1036709535
Sum	1.391719447 × 10¹²
Variance	2.315667211 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1039707	52884	4.8%
1129806	46963	4.3%
1393007	45283	4.1%
1129202	43601	4.0%
1105703	33232	3.0%
1289208	32373	2.9%
1410702	28912	2.6%
1474703	26649	2.4%
1295304	26248	2.4%
1288903	25842	2.4%
Other values (353)	737457	67.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1013506	736	0.1%
1013603	337	< 0.1%
1014005	3214	0.3%
1014106	132	< 0.1%
1014602	156	< 0.1%

Value	Count	Frequency (%)
1686901	242	< 0.1%
1621802	305	< 0.1%
1610102	117	< 0.1%
1599102	118	< 0.1%
1591904	1695	0.2%

origincitymarketid
Real number (ℝ)

Distinct	339
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31747.74808

Minimum	30070
Maximum	36101
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	30070
5-th percentile	30194
Q1	30666
median	31453
Q3	32467
95-th percentile	34570
Maximum	36101
Range	6031
Interquartile range (IQR)	1801

Descriptive statistics

Standard deviation	1318.265747
Coefficient of variation (CV)	0.04152312612
Kurtosis	-0.2488787348
Mean	31747.74808
Median Absolute Deviation (MAD)	987
Skewness	0.8274902258
Sum	3.490487114 × 10¹⁰
Variance	1737824.581
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31703	71060	6.5%
30194	57584	5.2%
30977	55783	5.1%
30397	52884	4.8%
32575	50613	4.6%
30852	45806	4.2%
30325	43601	4.0%
32467	34416	3.1%
32457	34007	3.1%
31057	33232	3.0%
Other values (329)	620458	56.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
30070	135	< 0.1%
30073	63	< 0.1%
30107	59	< 0.1%
30113	117	< 0.1%
30135	736	0.1%

Value	Count	Frequency (%)
36101	117	< 0.1%
35991	118	< 0.1%
35841	118	< 0.1%
35582	109	< 0.1%
35569	105	< 0.1%

origin
Text

Distinct	363
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.4 MiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	3298332
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	EWN
2nd row	EWN
3rd row	EWN
4th row	EWN
5th row	EWN

Value	Count	Frequency (%)
atl	52884	4.8%
dfw	46963	4.3%
ord	45283	4.1%
den	43601	4.0%
clt	33232	3.0%
lax	32373	2.9%
phx	28912	2.6%
sea	26649	2.4%
lga	26248	2.4%
las	25842	2.4%
Other values (353)	737457	67.1%

Most occurring characters

Value	Count	Frequency (%)
A	375739	11.4%
L	300599	9.1%
S	273935	8.3%
D	261611	7.9%
T	177811	5.4%
C	166178	5.0%
O	166126	5.0%
M	146158	4.4%
F	136242	4.1%
W	130419	4.0%
Other values (16)	1163514	35.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	3298332	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	375739	11.4%
L	300599	9.1%
S	273935	8.3%
D	261611	7.9%
T	177811	5.4%
C	166178	5.0%
O	166126	5.0%
M	146158	4.4%
F	136242	4.1%
W	130419	4.0%
Other values (16)	1163514	35.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3298332	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	375739	11.4%
L	300599	9.1%
S	273935	8.3%
D	261611	7.9%
T	177811	5.4%
C	166178	5.0%
O	166126	5.0%
M	146158	4.4%
F	136242	4.1%
W	130419	4.0%
Other values (16)	1163514	35.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3298332	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	375739	11.4%
L	300599	9.1%
S	273935	8.3%
D	261611	7.9%
T	177811	5.4%
C	166178	5.0%
O	166126	5.0%
M	146158	4.4%
F	136242	4.1%
W	130419	4.0%
Other values (16)	1163514	35.3%

origincityname
Text

Distinct	357
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.4 MiB

Length

Max length	34
Median length	29
Mean length	13.08778619
Min length	8

Characters and Unicode

Total characters	14389288
Distinct characters	56
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	New Bern/Morehead/Beaufort, NC
2nd row	New Bern/Morehead/Beaufort, NC
3rd row	New Bern/Morehead/Beaufort, NC
4th row	New Bern/Morehead/Beaufort, NC
5th row	New Bern/Morehead/Beaufort, NC

Value	Count	Frequency (%)
tx	118200	4.6%
ca	113391	4.4%
fl	104646	4.1%
ny	58628	2.3%
il	58320	2.3%
ga	57230	2.2%
chicago	55783	2.2%
new	54263	2.1%
atlanta	52884	2.1%
san	50375	2.0%
Other values (433)	1836112	71.7%

Most occurring characters

Value	Count	Frequency (%)
	1460388	10.1%
,	1099444	7.6%
a	1089724	7.6%
o	799843	5.6%
e	760365	5.3%
t	700203	4.9%
n	698092	4.9%
l	630399	4.4%
i	550721	3.8%
r	526330	3.7%
Other values (46)	6073779	42.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7987524	55.5%
Uppercase Letter	3745325	26.0%
Space Separator	1460388	10.1%
Other Punctuation	1195709	8.3%
Dash Punctuation	342	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	1089724	13.6%
o	799843	10.0%
e	760365	9.5%
t	700203	8.8%
n	698092	8.7%
l	630399	7.9%
i	550721	6.9%
r	526330	6.6%
s	501395	6.3%
h	338063	4.2%
Other values (16)	1392389	17.4%

Uppercase Letter

Value	Count	Frequency (%)
A	446194	11.9%
C	414919	11.1%
N	316855	8.5%
L	295654	7.9%
D	207448	5.5%
F	205776	5.5%
T	189154	5.1%
M	188320	5.0%
S	165028	4.4%
O	159920	4.3%
Other values (15)	1156057	30.9%

Other Punctuation

Value	Count	Frequency (%)
,	1099444	91.9%
/	85043	7.1%
.	11222	0.9%

Space Separator

Value	Count	Frequency (%)
	1460388	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	342	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	11732849	81.5%
Common	2656439	18.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	1089724	9.3%
o	799843	6.8%
e	760365	6.5%
t	700203	6.0%
n	698092	5.9%
l	630399	5.4%
i	550721	4.7%
r	526330	4.5%
s	501395	4.3%
A	446194	3.8%
Other values (41)	5029583	42.9%

Common

Value	Count	Frequency (%)
	1460388	55.0%
,	1099444	41.4%
/	85043	3.2%
.	11222	0.4%
-	342	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14389288	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1460388	10.1%
,	1099444	7.6%
a	1089724	7.6%
o	799843	5.6%
e	760365	5.3%
t	700203	4.9%
n	698092	4.9%
l	630399	4.4%
i	550721	3.8%
r	526330	3.7%
Other values (46)	6073779	42.2%

originstate
Text

Distinct	53
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.4 MiB

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2198888
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NC
2nd row	NC
3rd row	NC
4th row	NC
5th row	NC

Value	Count	Frequency (%)
tx	118200	10.8%
ca	113391	10.3%
fl	104646	9.5%
ny	58628	5.3%
il	58320	5.3%
ga	57230	5.2%
co	49351	4.5%
nc	47360	4.3%
va	39913	3.6%
az	33626	3.1%
Other values (43)	418779	38.1%

Most occurring characters

Value	Count	Frequency (%)
A	349110	15.9%
C	222930	10.1%
N	222183	10.1%
L	177925	8.1%
T	168065	7.6%
I	137912	6.3%
X	118200	5.4%
M	113546	5.2%
F	104646	4.8%
O	101979	4.6%
Other values (14)	482392	21.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2198888	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	349110	15.9%
C	222930	10.1%
N	222183	10.1%
L	177925	8.1%
T	168065	7.6%
I	137912	6.3%
X	118200	5.4%
M	113546	5.2%
F	104646	4.8%
O	101979	4.6%
Other values (14)	482392	21.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2198888	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	349110	15.9%
C	222930	10.1%
N	222183	10.1%
L	177925	8.1%
T	168065	7.6%
I	137912	6.3%
X	118200	5.4%
M	113546	5.2%
F	104646	4.8%
O	101979	4.6%
Other values (14)	482392	21.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2198888	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	349110	15.9%
C	222930	10.1%
N	222183	10.1%
L	177925	8.1%
T	168065	7.6%
I	137912	6.3%
X	118200	5.4%
M	113546	5.2%
F	104646	4.8%
O	101979	4.6%
Other values (14)	482392	21.9%

originstatefips
Real number (ℝ)

Distinct	53
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.11016296

Minimum	1
Maximum	78
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	12
median	26
Q3	42
95-th percentile	51
Maximum	78
Range	77
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	16.72663708
Coefficient of variation (CV)	0.6169876998
Kurtosis	-1.218489304
Mean	27.11016296
Median Absolute Deviation (MAD)	14
Skewness	0.2126702396
Sum	29806106
Variance	279.7803881
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48	118200	10.8%
6	113391	10.3%
12	104646	9.5%
36	58628	5.3%
17	58320	5.3%
13	57230	5.2%
8	49351	4.5%
37	47360	4.3%
51	39913	3.6%
4	33626	3.1%
Other values (43)	418779	38.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	4582	0.4%
2	5888	0.5%
4	33626	3.1%
5	3708	0.3%
6	113391	10.3%

Value	Count	Frequency (%)
78	1210	0.1%
75	186	< 0.1%
72	5313	0.5%
56	1709	0.2%
55	8715	0.8%

originstatename
Text

Distinct	53
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.4 MiB

Length

Max length	46
Median length	14
Mean length	8.127619051
Min length	4

Characters and Unicode

Total characters	8935862
Distinct characters	47
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	North Carolina
2nd row	North Carolina
3rd row	North Carolina
4th row	North Carolina
5th row	North Carolina

Value	Count	Frequency (%)
texas	118200	9.4%
california	113391	9.0%
florida	104646	8.3%
new	86328	6.9%
york	58628	4.7%
illinois	58320	4.6%
georgia	57230	4.5%
carolina	56480	4.5%
north	50287	4.0%
colorado	49351	3.9%
Other values (52)	506032	40.2%

Most occurring characters

Value	Count	Frequency (%)
a	1191970	13.3%
i	1019870	11.4%
o	860208	9.6%
n	666526	7.5%
r	649288	7.3%
e	535341	6.0%
s	502637	5.6%
l	497667	5.6%
C	222930	2.5%
d	216870	2.4%
Other values (37)	2572555	28.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7513518	84.1%
Uppercase Letter	1260103	14.1%
Space Separator	159449	1.8%
Other Punctuation	2792	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	1191970	15.9%
i	1019870	13.6%
o	860208	11.4%
n	666526	8.9%
r	649288	8.6%
e	535341	7.1%
s	502637	6.7%
l	497667	6.6%
d	216870	2.9%
t	211103	2.8%
Other values (14)	1162038	15.5%

Uppercase Letter

Value	Count	Frequency (%)
C	222930	17.7%
N	170117	13.5%
T	139565	11.1%
M	113546	9.0%
F	104646	8.3%
I	80814	6.4%
Y	58628	4.7%
G	57230	4.5%
A	47804	3.8%
W	43059	3.4%
Other values (11)	221764	17.6%

Space Separator

Value	Count	Frequency (%)
	159449	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2792	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8773621	98.2%
Common	162241	1.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	1191970	13.6%
i	1019870	11.6%
o	860208	9.8%
n	666526	7.6%
r	649288	7.4%
e	535341	6.1%
s	502637	5.7%
l	497667	5.7%
C	222930	2.5%
d	216870	2.5%
Other values (35)	2410314	27.5%

Common

Value	Count	Frequency (%)
	159449	98.3%
.	2792	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8935862	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	1191970	13.3%
i	1019870	11.4%
o	860208	9.6%
n	666526	7.5%
r	649288	7.3%
e	535341	6.0%
s	502637	5.6%
l	497667	5.6%
C	222930	2.5%
d	216870	2.4%
Other values (37)	2572555	28.8%

originwac
Real number (ℝ)

Distinct	53
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54.46769913

Minimum	1
Maximum	93
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	13
Q1	34
median	44
Q3	81
95-th percentile	91
Maximum	93
Range	92
Interquartile range (IQR)	47

Descriptive statistics

Standard deviation	26.54386067
Coefficient of variation (CV)	0.4873321453
Kurtosis	-1.306737865
Mean	54.46769913
Median Absolute Deviation (MAD)	22
Skewness	-0.008870534065
Sum	59884185
Variance	704.5765391
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
74	118200	10.8%
91	113391	10.3%
33	104646	9.5%
22	58628	5.3%
41	58320	5.3%
34	57230	5.2%
82	49351	4.5%
36	47360	4.3%
38	39913	3.6%
81	33626	3.1%
Other values (43)	418779	38.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	5888	0.5%
2	20365	1.9%
3	5313	0.5%
4	1210	0.1%
5	186	< 0.1%

Value	Count	Frequency (%)
93	31891	2.9%
92	13324	1.2%
91	113391	10.3%
88	1709	0.2%
87	19680	1.8%

destairportid
Real number (ℝ)

Distinct	363
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12658.50633

Minimum	10135
Maximum	16869
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	10135
5-th percentile	10397
Q1	11292
median	12889
Q3	14027
95-th percentile	14893
Maximum	16869
Range	6734
Interquartile range (IQR)	2735

Descriptive statistics

Standard deviation	1521.730415
Coefficient of variation (CV)	0.1202140581
Kurtosis	-1.292070345
Mean	12658.50633
Median Absolute Deviation (MAD)	1466
Skewness	0.1034632258
Sum	1.391731883 × 10¹⁰
Variance	2315663.456
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10397	52890	4.8%
11298	46933	4.3%
13930	45291	4.1%
11292	43605	4.0%
11057	33232	3.0%
12892	32377	2.9%
14107	28913	2.6%
14747	26647	2.4%
12953	26242	2.4%
12889	25847	2.4%
Other values (353)	737467	67.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10135	737	0.1%
10136	337	< 0.1%
10140	3214	0.3%
10141	132	< 0.1%
10146	156	< 0.1%

Value	Count	Frequency (%)
16869	242	< 0.1%
16218	305	< 0.1%
16101	117	< 0.1%
15991	118	< 0.1%
15919	1692	0.2%

destairportseqid
Real number (ℝ)

Distinct	363
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1265854.477

Minimum	1013506
Maximum	1686901
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1013506
5-th percentile	1039707
Q1	1129202
median	1288903
Q3	1402702
95-th percentile	1489302
Maximum	1686901
Range	673395
Interquartile range (IQR)	273500

Descriptive statistics

Standard deviation	152172.7985
Coefficient of variation (CV)	0.1202135011
Kurtosis	-1.292075971
Mean	1265854.477
Median Absolute Deviation (MAD)	146596
Skewness	0.1034647384
Sum	1.391736109 × 10¹²
Variance	2.31565606 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1039707	52890	4.8%
1129806	46933	4.3%
1393007	45291	4.1%
1129202	43605	4.0%
1105703	33232	3.0%
1289208	32377	2.9%
1410702	28913	2.6%
1474703	26647	2.4%
1295304	26242	2.4%
1288903	25847	2.4%
Other values (353)	737467	67.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1013506	737	0.1%
1013603	337	< 0.1%
1014005	3214	0.3%
1014106	132	< 0.1%
1014602	156	< 0.1%

Value	Count	Frequency (%)
1686901	242	< 0.1%
1621802	305	< 0.1%
1610102	117	< 0.1%
1599102	118	< 0.1%
1591904	1692	0.2%

destcitymarketid
Real number (ℝ)

Distinct	339
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31747.87393

Minimum	30070
Maximum	36101
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	30070
5-th percentile	30194
Q1	30666
median	31453
Q3	32467
95-th percentile	34570
Maximum	36101
Range	6031
Interquartile range (IQR)	1801

Descriptive statistics

Standard deviation	1318.297629
Coefficient of variation (CV)	0.04152396572
Kurtosis	-0.249113869
Mean	31747.87393
Median Absolute Deviation (MAD)	987
Skewness	0.8273786192
Sum	3.49050095 × 10¹⁰
Variance	1737908.638
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31703	71046	6.5%
30194	57552	5.2%
30977	55790	5.1%
30397	52890	4.8%
32575	50615	4.6%
30852	45791	4.2%
30325	43605	4.0%
32467	34454	3.1%
32457	34008	3.1%
31057	33232	3.0%
Other values (329)	620461	56.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
30070	135	< 0.1%
30073	63	< 0.1%
30107	59	< 0.1%
30113	117	< 0.1%
30135	737	0.1%

Value	Count	Frequency (%)
36101	117	< 0.1%
35991	118	< 0.1%
35841	118	< 0.1%
35582	109	< 0.1%
35569	105	< 0.1%

dest
Text

Distinct	363
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.4 MiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	3298332
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CLT
2nd row	CLT
3rd row	CLT
4th row	CLT
5th row	CLT

Value	Count	Frequency (%)
atl	52890	4.8%
dfw	46933	4.3%
ord	45291	4.1%
den	43605	4.0%
clt	33232	3.0%
lax	32377	2.9%
phx	28913	2.6%
sea	26647	2.4%
lga	26242	2.4%
las	25847	2.4%
Other values (353)	737467	67.1%

Most occurring characters

Value	Count	Frequency (%)
A	375739	11.4%
L	300615	9.1%
S	273939	8.3%
D	261594	7.9%
T	177817	5.4%
C	166169	5.0%
O	166131	5.0%
M	146180	4.4%
F	136220	4.1%
W	130386	4.0%
Other values (16)	1163542	35.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	3298332	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	375739	11.4%
L	300615	9.1%
S	273939	8.3%
D	261594	7.9%
T	177817	5.4%
C	166169	5.0%
O	166131	5.0%
M	146180	4.4%
F	136220	4.1%
W	130386	4.0%
Other values (16)	1163542	35.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3298332	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	375739	11.4%
L	300615	9.1%
S	273939	8.3%
D	261594	7.9%
T	177817	5.4%
C	166169	5.0%
O	166131	5.0%
M	146180	4.4%
F	136220	4.1%
W	130386	4.0%
Other values (16)	1163542	35.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3298332	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	375739	11.4%
L	300615	9.1%
S	273939	8.3%
D	261594	7.9%
T	177817	5.4%
C	166169	5.0%
O	166131	5.0%
M	146180	4.4%
F	136220	4.1%
W	130386	4.0%
Other values (16)	1163542	35.3%

destcityname
Text

Distinct	357
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.4 MiB

Length

Max length	34
Median length	29
Mean length	13.08761156
Min length	8

Characters and Unicode

Total characters	14389096
Distinct characters	56
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Charlotte, NC
2nd row	Charlotte, NC
3rd row	Charlotte, NC
4th row	Charlotte, NC
5th row	Charlotte, NC

Value	Count	Frequency (%)
tx	118133	4.6%
ca	113390	4.4%
fl	104736	4.1%
ny	58634	2.3%
il	58323	2.3%
ga	57235	2.2%
chicago	55790	2.2%
new	54274	2.1%
atlanta	52890	2.1%
san	50375	2.0%
Other values (433)	1836061	71.7%

Most occurring characters

Value	Count	Frequency (%)
	1460397	10.1%
,	1099444	7.6%
a	1089740	7.6%
o	799745	5.6%
e	760442	5.3%
t	700110	4.9%
n	698063	4.9%
l	630359	4.4%
i	550738	3.8%
r	526316	3.7%
Other values (46)	6073742	42.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7987361	55.5%
Uppercase Letter	3745309	26.0%
Space Separator	1460397	10.1%
Other Punctuation	1195687	8.3%
Dash Punctuation	342	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	1089740	13.6%
o	799745	10.0%
e	760442	9.5%
t	700110	8.8%
n	698063	8.7%
l	630359	7.9%
i	550738	6.9%
r	526316	6.6%
s	501356	6.3%
h	338031	4.2%
Other values (16)	1392461	17.4%

Uppercase Letter

Value	Count	Frequency (%)
A	446162	11.9%
C	414894	11.1%
N	316856	8.5%
L	295769	7.9%
D	207409	5.5%
F	205848	5.5%
T	189100	5.0%
M	188355	5.0%
S	165014	4.4%
O	159938	4.3%
Other values (15)	1155964	30.9%

Other Punctuation

Value	Count	Frequency (%)
,	1099444	92.0%
/	85020	7.1%
.	11223	0.9%

Space Separator

Value	Count	Frequency (%)
	1460397	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	342	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	11732670	81.5%
Common	2656426	18.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	1089740	9.3%
o	799745	6.8%
e	760442	6.5%
t	700110	6.0%
n	698063	5.9%
l	630359	5.4%
i	550738	4.7%
r	526316	4.5%
s	501356	4.3%
A	446162	3.8%
Other values (41)	5029639	42.9%

Common

Value	Count	Frequency (%)
	1460397	55.0%
,	1099444	41.4%
/	85020	3.2%
.	11223	0.4%
-	342	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14389096	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1460397	10.1%
,	1099444	7.6%
a	1089740	7.6%
o	799745	5.6%
e	760442	5.3%
t	700110	4.9%
n	698063	4.9%
l	630359	4.4%
i	550738	3.8%
r	526316	3.7%
Other values (46)	6073742	42.2%

deststate
Text

Distinct	53
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.4 MiB

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2198888
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NC
2nd row	NC
3rd row	NC
4th row	NC
5th row	NC

Value	Count	Frequency (%)
tx	118133	10.7%
ca	113390	10.3%
fl	104736	9.5%
ny	58634	5.3%
il	58323	5.3%
ga	57235	5.2%
co	49361	4.5%
nc	47366	4.3%
va	39892	3.6%
az	33629	3.1%
Other values (43)	418745	38.1%

Most occurring characters

Value	Count	Frequency (%)
A	349076	15.9%
C	222934	10.1%
N	222192	10.1%
L	178018	8.1%
T	168005	7.6%
I	137922	6.3%
X	118133	5.4%
M	113544	5.2%
F	104736	4.8%
O	101991	4.6%
Other values (14)	482337	21.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2198888	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	349076	15.9%
C	222934	10.1%
N	222192	10.1%
L	178018	8.1%
T	168005	7.6%
I	137922	6.3%
X	118133	5.4%
M	113544	5.2%
F	104736	4.8%
O	101991	4.6%
Other values (14)	482337	21.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2198888	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	349076	15.9%
C	222934	10.1%
N	222192	10.1%
L	178018	8.1%
T	168005	7.6%
I	137922	6.3%
X	118133	5.4%
M	113544	5.2%
F	104736	4.8%
O	101991	4.6%
Other values (14)	482337	21.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2198888	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	349076	15.9%
C	222934	10.1%
N	222192	10.1%
L	178018	8.1%
T	168005	7.6%
I	137922	6.3%
X	118133	5.4%
M	113544	5.2%
F	104736	4.8%
O	101991	4.6%
Other values (14)	482337	21.9%

deststatefips
Real number (ℝ)

Distinct	53
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.10708049

Minimum	1
Maximum	78
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	12
median	26
Q3	42
95-th percentile	51
Maximum	78
Range	77
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	16.72610084
Coefficient of variation (CV)	0.6170380778
Kurtosis	-1.2182316
Mean	27.10708049
Median Absolute Deviation (MAD)	14
Skewness	0.2130336157
Sum	29802717
Variance	279.7624493
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48	118133	10.7%
6	113390	10.3%
12	104736	9.5%
36	58634	5.3%
17	58323	5.3%
13	57235	5.2%
8	49361	4.5%
37	47366	4.3%
51	39892	3.6%
4	33629	3.1%
Other values (43)	418745	38.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	4579	0.4%
2	5887	0.5%
4	33629	3.1%
5	3703	0.3%
6	113390	10.3%

Value	Count	Frequency (%)
78	1208	0.1%
75	186	< 0.1%
72	5318	0.5%
56	1711	0.2%
55	8713	0.8%

deststatename
Text

Distinct	53
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.4 MiB

Length

Max length	46
Median length	14
Mean length	8.127544468
Min length	4

Characters and Unicode

Total characters	8935780
Distinct characters	47
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	North Carolina
2nd row	North Carolina
3rd row	North Carolina
4th row	North Carolina
5th row	North Carolina

Value	Count	Frequency (%)
texas	118133	9.4%
california	113390	9.0%
florida	104736	8.3%
new	86311	6.9%
york	58634	4.7%
illinois	58323	4.6%
georgia	57235	4.5%
carolina	56476	4.5%
north	50293	4.0%
colorado	49361	3.9%
Other values (52)	505977	40.2%

Most occurring characters

Value	Count	Frequency (%)
a	1191958	13.3%
i	1019910	11.4%
o	860340	9.6%
n	666504	7.5%
r	649356	7.3%
e	535220	6.0%
s	502495	5.6%
l	497759	5.6%
C	222934	2.5%
d	216983	2.4%
Other values (37)	2572321	28.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7513490	84.1%
Uppercase Letter	1260077	14.1%
Space Separator	159425	1.8%
Other Punctuation	2788	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	1191958	15.9%
i	1019910	13.6%
o	860340	11.5%
n	666504	8.9%
r	649356	8.6%
e	535220	7.1%
s	502495	6.7%
l	497759	6.6%
d	216983	2.9%
t	211080	2.8%
Other values (14)	1161885	15.5%

Uppercase Letter

Value	Count	Frequency (%)
C	222934	17.7%
N	170114	13.5%
T	139500	11.1%
M	113544	9.0%
F	104736	8.3%
I	80821	6.4%
Y	58634	4.7%
G	57235	4.5%
A	47798	3.8%
W	43054	3.4%
Other values (11)	221707	17.6%

Space Separator

Value	Count	Frequency (%)
	159425	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2788	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8773567	98.2%
Common	162213	1.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	1191958	13.6%
i	1019910	11.6%
o	860340	9.8%
n	666504	7.6%
r	649356	7.4%
e	535220	6.1%
s	502495	5.7%
l	497759	5.7%
C	222934	2.5%
d	216983	2.5%
Other values (35)	2410108	27.5%

Common

Value	Count	Frequency (%)
	159425	98.3%
.	2788	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8935780	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	1191958	13.3%
i	1019910	11.4%
o	860340	9.6%
n	666504	7.5%
r	649356	7.3%
e	535220	6.0%
s	502495	5.6%
l	497759	5.6%
C	222934	2.5%
d	216983	2.4%
Other values (37)	2572321	28.8%

destwac
Real number (ℝ)

Distinct	53
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54.46602283

Minimum	1
Maximum	93
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	13
Q1	34
median	44
Q3	81
95-th percentile	91
Maximum	93
Range	92
Interquartile range (IQR)	47

Descriptive statistics

Standard deviation	26.54359849
Coefficient of variation (CV)	0.4873423304
Kurtosis	-1.306755406
Mean	54.46602283
Median Absolute Deviation (MAD)	22
Skewness	-0.008660971942
Sum	59882342
Variance	704.562621
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
74	118133	10.7%
91	113390	10.3%
33	104736	9.5%
22	58634	5.3%
41	58323	5.3%
34	57235	5.2%
82	49361	4.5%
36	47366	4.3%
38	39892	3.6%
81	33629	3.1%
Other values (43)	418745	38.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	5887	0.5%
2	20361	1.9%
3	5318	0.5%
4	1208	0.1%
5	186	< 0.1%

Value	Count	Frequency (%)
93	31889	2.9%
92	13323	1.2%
91	113390	10.3%
88	1711	0.2%
87	19685	1.8%

crsdeptime
Real number (ℝ)

Distinct	1279
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1327.458824

Minimum	1
Maximum	2359
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	605
Q1	915
median	1317
Q3	1730
95-th percentile	2120
Maximum	2359
Range	2358
Interquartile range (IQR)	815

Descriptive statistics

Standard deviation	486.8915854
Coefficient of variation (CV)	0.3667846993
Kurtosis	-1.01264091
Mean	1327.458824
Median Absolute Deviation (MAD)	408
Skewness	0.08763143931
Sum	1459466639
Variance	237063.416
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
600	26731	2.4%
700	19452	1.8%
800	12795	1.2%
900	8572	0.8%
1000	8206	0.7%
1100	7510	0.7%
830	7078	0.6%
730	6990	0.6%
630	6667	0.6%
715	6638	0.6%
Other values (1269)	988805	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	13	< 0.1%
2	1	< 0.1%
3	9	< 0.1%
4	12	< 0.1%
5	39	< 0.1%

Value	Count	Frequency (%)
2359	1541	0.1%
2358	118	< 0.1%
2357	10	< 0.1%
2356	47	< 0.1%
2355	981	0.1%

deptime
Real number (ℝ)

MISSING

Distinct	1439
Distinct (%)	0.1%
Missing	16322
Missing (%)	1.5%
Infinite	0
Infinite (%)	0.0%
Mean	1332.240785

Minimum	1
Maximum	2400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	602
Q1	919
median	1325
Q3	1739
95-th percentile	2131
Maximum	2400
Range	2399
Interquartile range (IQR)	820

Descriptive statistics

Standard deviation	498.3627784
Coefficient of variation (CV)	0.3740786081
Kurtosis	-0.9531190789
Mean	1332.240785
Median Absolute Deviation (MAD)	410
Skewness	0.03503251633
Sum	1442979303
Variance	248365.4589
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
557	3026	0.3%
555	3000	0.3%
559	2886	0.3%
556	2866	0.3%
558	2844	0.3%
600	2654	0.2%
655	2356	0.2%
554	2236	0.2%
656	2235	0.2%
657	2159	0.2%
Other values (1429)	1056860	96.1%
(Missing)	16322	1.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	164	< 0.1%
2	125	< 0.1%
3	121	< 0.1%
4	133	< 0.1%
5	99	< 0.1%

Value	Count	Frequency (%)
2400	106	< 0.1%
2359	202	< 0.1%
2358	212	< 0.1%
2357	190	< 0.1%
2356	196	< 0.1%

depdelay
Real number (ℝ)

MISSING ZEROS

Distinct	1217
Distinct (%)	0.1%
Missing	16335
Missing (%)	1.5%
Infinite	0
Infinite (%)	0.0%
Mean	10.50007986

Minimum	-60
Maximum	3001
Zeros	59738
Zeros (%)	5.4%
Negative	609489
Negative (%)	55.4%
Memory size	8.4 MiB

Quantile statistics

Minimum	-60
5-th percentile	-10
Q1	-5
median	-1
Q3	9
95-th percentile	67
Maximum	3001
Range	3061
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	46.8931308
Coefficient of variation (CV)	4.465978489
Kurtosis	264.3177919
Mean	10.50007986
Median Absolute Deviation (MAD)	5
Skewness	11.94645777
Sum	11372731
Variance	2198.965716
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-5	83077	7.6%
-4	79793	7.3%
-3	79287	7.2%
-2	73092	6.6%
-1	67968	6.2%
-6	60554	5.5%
0	59738	5.4%
-7	47753	4.3%
-8	36799	3.3%
1	26740	2.4%
Other values (1207)	468308	42.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-60	1	< 0.1%
-57	1	< 0.1%
-49	1	< 0.1%
-47	1	< 0.1%
-45	1	< 0.1%

Value	Count	Frequency (%)
3001	1	< 0.1%
2574	1	< 0.1%
2439	1	< 0.1%
2369	1	< 0.1%
2232	1	< 0.1%

depdelayminutes
Real number (ℝ)

MISSING ZEROS

Distinct	1170
Distinct (%)	0.1%
Missing	16335
Missing (%)	1.5%
Infinite	0
Infinite (%)	0.0%
Mean	13.31613808

Minimum	0
Maximum	3001
Zeros	669227
Zeros (%)	60.9%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	9
95-th percentile	67
Maximum	3001
Range	3001
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	45.96096479
Coefficient of variation (CV)	3.451523596
Kurtosis	283.5738831
Mean	13.31613808
Median Absolute Deviation (MAD)	0
Skewness	12.52181441
Sum	14422829
Variance	2112.410285
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	669227	60.9%
1	26740	2.4%
2	21714	2.0%
3	19376	1.8%
4	17492	1.6%
5	16373	1.5%
6	14780	1.3%
7	13752	1.3%
8	12710	1.2%
9	11499	1.0%
Other values (1160)	259446	23.6%
(Missing)	16335	1.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	669227	60.9%
1	26740	2.4%
2	21714	2.0%
3	19376	1.8%
4	17492	1.6%

Value	Count	Frequency (%)
3001	1	< 0.1%
2574	1	< 0.1%
2439	1	< 0.1%
2369	1	< 0.1%
2232	1	< 0.1%

depdel15
Real number (ℝ)

MISSING ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	16335
Missing (%)	1.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.1950006878

Minimum	0
Maximum	1
Zeros	871902
Zeros (%)	79.3%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3962014191
Coefficient of variation (CV)	2.031794982
Kurtosis	0.3704313752
Mean	0.1950006878
Median Absolute Deviation (MAD)	0
Skewness	1.539620307
Sum	211207
Variance	0.1569755645
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	871902	79.3%
1	211207	19.2%
(Missing)	16335	1.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	871902	79.3%
1	211207	19.2%

Value	Count	Frequency (%)
1	211207	19.2%
0	871902	79.3%

departuredelaygroups
Real number (ℝ)

MISSING ZEROS

Distinct	15
Distinct (%)	< 0.1%
Missing	16335
Missing (%)	1.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.06546709519

Minimum	-2
Maximum	12
Zeros	262413
Zeros (%)	23.9%
Negative	609489
Negative (%)	55.4%
Memory size	8.4 MiB

Quantile statistics

Minimum	-2
5-th percentile	-1
Q1	-1
median	-1
Q3	0
95-th percentile	4
Maximum	12
Range	14
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.097080348
Coefficient of variation (CV)	32.03258587
Kurtosis	13.5607676
Mean	0.06546709519
Median Absolute Deviation (MAD)	0
Skewness	3.40371369
Sum	70908
Variance	4.397745986
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
-1	605992	55.1%
0	262413	23.9%
1	82050	7.5%
2	41731	3.8%
3	24404	2.2%
4	15843	1.4%
12	10708	1.0%
5	10643	1.0%
6	7759	0.7%
7	5793	0.5%
Other values (5)	15773	1.4%
(Missing)	16335	1.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2	3497	0.3%
-1	605992	55.1%
0	262413	23.9%
1	82050	7.5%
2	41731	3.8%

Value	Count	Frequency (%)
12	10708	1.0%
11	2085	0.2%
10	2629	0.2%
9	3261	0.3%
8	4301	0.4%

deptimeblk
Text

Distinct	19
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.4 MiB

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	9894996
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1800-1859
2nd row	1800-1859
3rd row	1800-1859
4th row	1800-1859
5th row	1800-1859

Value	Count	Frequency (%)
0600-0659	77411	7.0%
0800-0859	75937	6.9%
0700-0759	75588	6.9%
1000-1059	74850	6.8%
1200-1259	70901	6.4%
1700-1759	69538	6.3%
1500-1559	67025	6.1%
1300-1359	66830	6.1%
1800-1859	66531	6.1%
1100-1159	66464	6.0%
Other values (9)	388369	35.3%

Most occurring characters

Value	Count	Frequency (%)
0	3077790	31.1%
1	1558123	15.7%
9	1336220	13.5%
5	1259459	12.7%
-	1099444	11.1%
2	430282	4.3%
7	290252	2.9%
8	284936	2.9%
6	279516	2.8%
3	152264	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8795552	88.9%
Dash Punctuation	1099444	11.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3077790	35.0%
1	1558123	17.7%
9	1336220	15.2%
5	1259459	14.3%
2	430282	4.9%
7	290252	3.3%
8	284936	3.2%
6	279516	3.2%
3	152264	1.7%
4	126710	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	1099444	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9894996	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3077790	31.1%
1	1558123	15.7%
9	1336220	13.5%
5	1259459	12.7%
-	1099444	11.1%
2	430282	4.3%
7	290252	2.9%
8	284936	2.9%
6	279516	2.8%
3	152264	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9894996	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3077790	31.1%
1	1558123	15.7%
9	1336220	13.5%
5	1259459	12.7%
-	1099444	11.1%
2	430282	4.3%
7	290252	2.9%
8	284936	2.9%
6	279516	2.8%
3	152264	1.5%

taxiout
Real number (ℝ)

MISSING

Distinct	162
Distinct (%)	< 0.1%
Missing	16558
Missing (%)	1.5%
Infinite	0
Infinite (%)	0.0%
Mean	16.4903277

Minimum	1
Maximum	218
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	8
Q1	11
median	14
Q3	19
95-th percentile	32
Maximum	218
Range	217
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	8.253558293
Coefficient of variation (CV)	0.5005090526
Kurtosis	18.20641296
Mean	16.4903277
Median Absolute Deviation (MAD)	3
Skewness	2.917544348
Sum	17857145
Variance	68.1212245
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	91753	8.3%
13	89510	8.1%
11	87906	8.0%
14	82811	7.5%
10	75978	6.9%
15	73396	6.7%
16	64104	5.8%
9	57086	5.2%
17	55194	5.0%
18	47190	4.3%
Other values (152)	357958	32.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	14	< 0.1%
2	29	< 0.1%
3	168	< 0.1%
4	573	0.1%
5	1913	0.2%

Value	Count	Frequency (%)
218	1	< 0.1%
215	1	< 0.1%
200	1	< 0.1%
192	1	< 0.1%
182	1	< 0.1%

wheelsoff
Real number (ℝ)

MISSING

Distinct	1438
Distinct (%)	0.1%
Missing	16558
Missing (%)	1.5%
Infinite	0
Infinite (%)	0.0%
Mean	1353.995904

Minimum	1
Maximum	2400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	618
Q1	934
median	1337
Q3	1752
95-th percentile	2142
Maximum	2400
Range	2399
Interquartile range (IQR)	818

Descriptive statistics

Standard deviation	499.5686536
Coefficient of variation (CV)	0.3689587629
Kurtosis	-0.8807710084
Mean	1353.995904
Median Absolute Deviation (MAD)	409
Skewness	-0.001146316098
Sum	1466223208
Variance	249568.8397
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
611	1920	0.2%
610	1906	0.2%
609	1896	0.2%
608	1844	0.2%
612	1832	0.2%
613	1773	0.2%
614	1762	0.2%
607	1680	0.2%
615	1627	0.1%
710	1567	0.1%
Other values (1428)	1065079	96.9%
(Missing)	16558	1.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	240	< 0.1%
2	192	< 0.1%
3	199	< 0.1%
4	198	< 0.1%
5	173	< 0.1%

Value	Count	Frequency (%)
2400	143	< 0.1%
2359	176	< 0.1%
2358	176	< 0.1%
2357	165	< 0.1%
2356	146	< 0.1%

wheelson
Real number (ℝ)

MISSING

Distinct	1440
Distinct (%)	0.1%
Missing	17189
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%
Mean	1470.206553

Minimum	1
Maximum	2400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	659
Q1	1057
median	1505
Q3	1912
95-th percentile	2249
Maximum	2400
Range	2399
Interquartile range (IQR)	855

Descriptive statistics

Standard deviation	524.8289383
Coefficient of variation (CV)	0.3569763291
Kurtosis	-0.4126611742
Mean	1470.206553
Median Absolute Deviation (MAD)	410
Skewness	-0.3182871515
Sum	1591138393
Variance	275445.4144
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1621	1223	0.1%
1631	1216	0.1%
1652	1210	0.1%
1625	1209	0.1%
1138	1208	0.1%
1140	1207	0.1%
1121	1205	0.1%
1142	1202	0.1%
1637	1201	0.1%
1341	1200	0.1%
Other values (1430)	1070174	97.3%
(Missing)	17189	1.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	602	0.1%
2	490	< 0.1%
3	499	< 0.1%
4	455	< 0.1%
5	501	< 0.1%

Value	Count	Frequency (%)
2400	498	< 0.1%
2359	504	< 0.1%
2358	589	0.1%
2357	581	0.1%
2356	564	0.1%

taxiin
Real number (ℝ)

MISSING

Distinct	167
Distinct (%)	< 0.1%
Missing	17189
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%
Mean	7.938672494

Minimum	1
Maximum	191
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	4
median	6
Q3	9
95-th percentile	19
Maximum	191
Range	190
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	6.662458687
Coefficient of variation (CV)	0.8392409048
Kurtosis	42.96679015
Mean	7.938672494
Median Absolute Deviation (MAD)	2
Skewness	4.64183663
Sum	8591668
Variance	44.38835576
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	163734	14.9%
5	155519	14.1%
6	127349	11.6%
3	109378	9.9%
7	102073	9.3%
8	77219	7.0%
9	60018	5.5%
10	47292	4.3%
11	36601	3.3%
2	30676	2.8%
Other values (157)	172396	15.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1797	0.2%
2	30676	2.8%
3	109378	9.9%
4	163734	14.9%
5	155519	14.1%

Value	Count	Frequency (%)
191	1	< 0.1%
189	1	< 0.1%
186	1	< 0.1%
185	1	< 0.1%
181	1	< 0.1%

crsarrtime
Real number (ℝ)

Distinct	1386
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1494.724781

Minimum	1
Maximum	2400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	726
Q1	1113
median	1518
Q3	1923
95-th percentile	2257
Maximum	2400
Range	2399
Interquartile range (IQR)	810

Descriptive statistics

Standard deviation	512.0199619
Coefficient of variation (CV)	0.3425513302
Kurtosis	-0.4476243222
Mean	1494.724781
Median Absolute Deviation (MAD)	405
Skewness	-0.2774897539
Sum	1643366192
Variance	262164.4414
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2359	3816	0.3%
950	3281	0.3%
2200	3206	0.3%
1400	3153	0.3%
2100	3039	0.3%
1640	3029	0.3%
1200	2954	0.3%
1810	2948	0.3%
945	2834	0.3%
1000	2831	0.3%
Other values (1376)	1068353	97.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	264	< 0.1%
2	310	< 0.1%
3	313	< 0.1%
4	294	< 0.1%
5	748	0.1%

Value	Count	Frequency (%)
2400	7	< 0.1%
2359	3816	0.3%
2358	1458	0.1%
2357	1099	0.1%
2356	965	0.1%

arrtime
Real number (ℝ)

MISSING

Distinct	1440
Distinct (%)	0.1%
Missing	17189
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%
Mean	1473.75772

Minimum	1
Maximum	2400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	658
Q1	1100
median	1509
Q3	1917
95-th percentile	2251
Maximum	2400
Range	2399
Interquartile range (IQR)	817

Descriptive statistics

Standard deviation	530.1188707
Coefficient of variation (CV)	0.3597055768
Kurtosis	-0.3256458693
Mean	1473.75772
Median Absolute Deviation (MAD)	409
Skewness	-0.3634068668
Sum	1594981661
Variance	281026.0171
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1145	1251	0.1%
1351	1249	0.1%
1139	1237	0.1%
1141	1233	0.1%
1638	1231	0.1%
1628	1221	0.1%
1634	1220	0.1%
1150	1217	0.1%
1655	1211	0.1%
1149	1209	0.1%
Other values (1430)	1069976	97.3%
(Missing)	17189	1.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	687	0.1%
2	598	0.1%
3	577	0.1%
4	560	0.1%
5	594	0.1%

Value	Count	Frequency (%)
2400	581	0.1%
2359	645	0.1%
2358	669	0.1%
2357	684	0.1%
2356	689	0.1%

arrdelay
Real number (ℝ)

MISSING ZEROS

Distinct	1233
Distinct (%)	0.1%
Missing	18860
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%
Mean	3.749767718

Minimum	-82
Maximum	2976
Zeros	20607
Zeros (%)	1.9%
Negative	680926
Negative (%)	61.9%
Memory size	8.4 MiB

Quantile statistics

Minimum	-82
5-th percentile	-27
Q1	-15
median	-6
Q3	7
95-th percentile	64
Maximum	2976
Range	3058
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	48.44809595
Coefficient of variation (CV)	12.92029256
Kurtosis	230.2070482
Mean	3.749767718
Median Absolute Deviation (MAD)	11
Skewness	10.77866373
Sum	4051939
Variance	2347.218001
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-9	30634	2.8%
-11	30579	2.8%
-12	30490	2.8%
-10	30464	2.8%
-13	29816	2.7%
-8	29504	2.7%
-14	29377	2.7%
-7	28832	2.6%
-15	28047	2.6%
-6	27820	2.5%
Other values (1223)	785021	71.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-82	1	< 0.1%
-76	1	< 0.1%
-75	1	< 0.1%
-74	2	< 0.1%
-73	4	< 0.1%

Value	Count	Frequency (%)
2976	1	< 0.1%
2565	1	< 0.1%
2416	1	< 0.1%
2371	1	< 0.1%
2221	1	< 0.1%

arrdelayminutes
Real number (ℝ)

MISSING ZEROS

Distinct	1156
Distinct (%)	0.1%
Missing	18860
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%
Mean	12.59359013

Minimum	0
Maximum	2976
Zeros	701533
Zeros (%)	63.8%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	7
95-th percentile	64
Maximum	2976
Range	2976
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	45.04303188
Coefficient of variation (CV)	3.576663319
Kurtosis	298.7289445
Mean	12.59359013
Median Absolute Deviation (MAD)	0
Skewness	12.88759869
Sum	13608432
Variance	2028.874721
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	701533	63.8%
1	18820	1.7%
2	17990	1.6%
3	16647	1.5%
4	15549	1.4%
5	14443	1.3%
6	13626	1.2%
7	12615	1.1%
8	11702	1.1%
9	11037	1.0%
Other values (1146)	246622	22.4%
(Missing)	18860	1.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	701533	63.8%
1	18820	1.7%
2	17990	1.6%
3	16647	1.5%
4	15549	1.4%

Value	Count	Frequency (%)
2976	1	< 0.1%
2565	1	< 0.1%
2416	1	< 0.1%
2371	1	< 0.1%
2221	1	< 0.1%

arrdel15
Real number (ℝ)

MISSING ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	18860
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.1858467273

Minimum	0
Maximum	1
Zeros	879761
Zeros (%)	80.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3889831118
Coefficient of variation (CV)	2.093031809
Kurtosis	0.6090564194
Mean	0.1858467273
Median Absolute Deviation (MAD)	0
Skewness	1.615257036
Sum	200823
Variance	0.1513078613
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	879761	80.0%
1	200823	18.3%
(Missing)	18860	1.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	879761	80.0%
1	200823	18.3%

Value	Count	Frequency (%)
1	200823	18.3%
0	879761	80.0%

arrivaldelaygroups
Real number (ℝ)

MISSING ZEROS

Distinct	15
Distinct (%)	< 0.1%
Missing	18860
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%
Mean	-0.2771538353

Minimum	-2
Maximum	12
Zeros	198835
Zeros (%)	18.1%
Negative	680926
Negative (%)	61.9%
Memory size	8.4 MiB

Quantile statistics

Minimum	-2
5-th percentile	-2
Q1	-1
median	-1
Q3	0
95-th percentile	4
Maximum	12
Range	14
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.213480029
Coefficient of variation (CV)	-7.986467251
Kurtosis	11.53618361
Mean	-0.2771538353
Median Absolute Deviation (MAD)	1
Skewness	3.025332062
Sum	-299488
Variance	4.89949384
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
-1	417612	38.0%
-2	263314	23.9%
0	198835	18.1%
1	79811	7.3%
2	39090	3.6%
3	22868	2.1%
4	14750	1.3%
12	10141	0.9%
5	10055	0.9%
6	7219	0.7%
Other values (5)	16889	1.5%
(Missing)	18860	1.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2	263314	23.9%
-1	417612	38.0%
0	198835	18.1%
1	79811	7.3%
2	39090	3.6%

Value	Count	Frequency (%)
12	10141	0.9%
11	1928	0.2%
10	2507	0.2%
9	3183	0.3%
8	4054	0.4%

arrtimeblk
Text

Distinct	19
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.4 MiB

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	9894996
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1900-1959
2nd row	1900-1959
3rd row	1900-1959
4th row	1900-1959
5th row	1900-1959

Value	Count	Frequency (%)
1100-1159	70044	6.4%
1400-1459	69502	6.3%
1600-1659	69424	6.3%
1200-1259	68843	6.3%
1700-1759	67583	6.1%
0900-0959	67320	6.1%
1800-1859	66414	6.0%
1500-1559	65733	6.0%
2100-2159	64896	5.9%
1300-1359	63671	5.8%
Other values (9)	426014	38.7%

Most occurring characters

Value	Count	Frequency (%)
0	2845110	28.8%
1	1630402	16.5%
9	1360436	13.7%
5	1256566	12.7%
-	1099444	11.1%
2	716526	7.2%
3	232474	2.3%
8	231388	2.3%
7	214612	2.2%
6	169034	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8795552	88.9%
Dash Punctuation	1099444	11.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2845110	32.3%
1	1630402	18.5%
9	1360436	15.5%
5	1256566	14.3%
2	716526	8.1%
3	232474	2.6%
8	231388	2.6%
7	214612	2.4%
6	169034	1.9%
4	139004	1.6%

Dash Punctuation

Value	Count	Frequency (%)
-	1099444	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9894996	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2845110	28.8%
1	1630402	16.5%
9	1360436	13.7%
5	1256566	12.7%
-	1099444	11.1%
2	716526	7.2%
3	232474	2.3%
8	231388	2.3%
7	214612	2.2%
6	169034	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9894996	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2845110	28.8%
1	1630402	16.5%
9	1360436	13.7%
5	1256566	12.7%
-	1099444	11.1%
2	716526	7.2%
3	232474	2.3%
8	231388	2.3%
7	214612	2.2%
6	169034	1.7%

cancelled
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01523770197

Minimum	0
Maximum	1
Zeros	1082691
Zeros (%)	98.5%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1224970532
Coefficient of variation (CV)	8.039076595
Kurtosis	60.64244845
Mean	0.01523770197
Median Absolute Deviation (MAD)	0
Skewness	7.914691285
Sum	16753
Variance	0.01500552805
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	1082691	98.5%
1	16753	1.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1082691	98.5%
1	16753	1.5%

Value	Count	Frequency (%)
1	16753	1.5%
0	1082691	98.5%

cancellationcode
Text

MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	1082691
Missing (%)	98.5%
Memory size	8.4 MiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	16753
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	B
4th row	A
5th row	B

Value	Count	Frequency (%)
a	10880	64.9%
b	5458	32.6%
c	408	2.4%
d	7	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
A	10880	64.9%
B	5458	32.6%
C	408	2.4%
D	7	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	16753	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	10880	64.9%
B	5458	32.6%
C	408	2.4%
D	7	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16753	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	10880	64.9%
B	5458	32.6%
C	408	2.4%
D	7	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16753	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	10880	64.9%
B	5458	32.6%
C	408	2.4%
D	7	< 0.1%

diverted
Real number (ℝ)

SKEWED ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00191642321

Minimum	0
Maximum	1
Zeros	1097337
Zeros (%)	99.8%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0437350234
Coefficient of variation (CV)	22.82117184
Kurtosis	516.8096864
Mean	0.00191642321
Median Absolute Deviation (MAD)	0
Skewness	22.77737356
Sum	2107
Variance	0.001912752272
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	1097337	99.8%
1	2107	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1097337	99.8%
1	2107	0.2%

Value	Count	Frequency (%)
1	2107	0.2%
0	1097337	99.8%

crselapsedtime
Real number (ℝ)

Distinct	488
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	145.4785301

Minimum	-56
Maximum	685
Zeros	0
Zeros (%)	0.0%
Negative	1
Negative (%)	< 0.1%
Memory size	8.4 MiB

Quantile statistics

Minimum	-56
5-th percentile	65
Q1	92
median	130
Q3	175
95-th percentile	304
Maximum	685
Range	741
Interquartile range (IQR)	83

Descriptive statistics

Standard deviation	72.8280322
Coefficient of variation (CV)	0.5006101737
Kurtosis	2.741909972
Mean	145.4785301
Median Absolute Deviation (MAD)	41
Skewness	1.445407966
Sum	159945497
Variance	5303.922274
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
85	19758	1.8%
90	18378	1.7%
80	17320	1.6%
75	16219	1.5%
70	14359	1.3%
95	14351	1.3%
110	13884	1.3%
135	12979	1.2%
120	12590	1.1%
140	12316	1.1%
Other values (478)	947290	86.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-56	1	< 0.1%
22	26	< 0.1%
24	29	< 0.1%
25	18	< 0.1%
26	30	< 0.1%

Value	Count	Frequency (%)
685	25	< 0.1%
680	17	< 0.1%
678	1	< 0.1%
676	16	< 0.1%
675	31	< 0.1%

actualelapsedtime
Real number (ℝ)

MISSING

Distinct	685
Distinct (%)	0.1%
Missing	18860
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%
Mean	138.6932816

Minimum	15
Maximum	736
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	15
5-th percentile	57
Q1	86
median	123
Q3	170
95-th percentile	294
Maximum	736
Range	721
Interquartile range (IQR)	84

Descriptive statistics

Standard deviation	72.53919958
Coefficient of variation (CV)	0.5230188423
Kurtosis	2.806863362
Mean	138.6932816
Median Absolute Deviation (MAD)	41
Skewness	1.444872758
Sum	149869741
Variance	5261.935475
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
81	8500	0.8%
82	8487	0.8%
77	8450	0.8%
83	8407	0.8%
84	8382	0.8%
80	8305	0.8%
79	8276	0.8%
85	8207	0.7%
76	8203	0.7%
75	8198	0.7%
Other values (675)	997169	90.7%
(Missing)	18860	1.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
15	2	< 0.1%
16	1	< 0.1%
17	1	< 0.1%
18	9	< 0.1%
19	6	< 0.1%

Value	Count	Frequency (%)
736	1	< 0.1%
733	1	< 0.1%
720	1	< 0.1%
719	1	< 0.1%
712	1	< 0.1%

airtime
Real number (ℝ)

MISSING

Distinct	659
Distinct (%)	0.1%
Missing	18860
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%
Mean	114.2721704

Minimum	8
Maximum	711
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	8
5-th percentile	35
Q1	62
median	98
Q3	144
95-th percentile	267
Maximum	711
Range	703
Interquartile range (IQR)	82

Descriptive statistics

Standard deviation	70.84978529
Coefficient of variation (CV)	0.6200090979
Kurtosis	2.896997567
Mean	114.2721704
Median Absolute Deviation (MAD)	40
Skewness	1.47915917
Sum	123480679
Variance	5019.692076
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
61	9035	0.8%
64	9027	0.8%
44	8982	0.8%
65	8976	0.8%
63	8921	0.8%
62	8904	0.8%
60	8893	0.8%
55	8876	0.8%
59	8819	0.8%
57	8735	0.8%
Other values (649)	991416	90.2%
(Missing)	18860	1.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
8	4	< 0.1%
9	32	< 0.1%
10	38	< 0.1%
11	18	< 0.1%
14	17	< 0.1%

Value	Count	Frequency (%)
711	1	< 0.1%
687	2	< 0.1%
686	1	< 0.1%
678	1	< 0.1%
673	1	< 0.1%

flights
Real number (ℝ)

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1

Minimum	1
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	0
Kurtosis	0
Mean	1
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	1099444
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
1	1099444	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1099444	100.0%

Value	Count	Frequency (%)
1	1099444	100.0%

distance
Real number (ℝ)

Distinct	1516
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	824.6117829

Minimum	31
Maximum	5095
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	31
5-th percentile	175
Q1	391
median	679
Q3	1065
95-th percentile	2174
Maximum	5095
Range	5064
Interquartile range (IQR)	674

Descriptive statistics

Standard deviation	595.8278228
Coefficient of variation (CV)	0.722555553
Kurtosis	3.09657068
Mean	824.6117829
Median Absolute Deviation (MAD)	330
Skewness	1.519275858
Sum	906614477
Variance	355010.7944
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
399	6230	0.6%
337	5691	0.5%
296	5354	0.5%
224	4770	0.4%
733	4614	0.4%
862	4577	0.4%
594	4524	0.4%
391	4523	0.4%
404	4377	0.4%
867	3992	0.4%
Other values (1506)	1050792	95.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
31	118	< 0.1%
66	122	< 0.1%
67	467	< 0.1%
68	135	< 0.1%
71	2	< 0.1%

Value	Count	Frequency (%)
5095	90	< 0.1%
4983	120	< 0.1%
4962	122	< 0.1%
4904	44	< 0.1%
4817	44	< 0.1%

distancegroup
Real number (ℝ)

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.769039624

Minimum	1
Maximum	11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	5
95-th percentile	9
Maximum	11
Range	10
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.330073893
Coefficient of variation (CV)	0.6182142206
Kurtosis	1.303923894
Mean	3.769039624
Median Absolute Deviation (MAD)	1
Skewness	1.236940186
Sum	4143848
Variance	5.429244348
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
2	249356	22.7%
3	215720	19.6%
4	182120	16.6%
1	134640	12.2%
5	132343	12.0%
6	49956	4.5%
7	47809	4.3%
10	26941	2.5%
11	22980	2.1%
8	21659	2.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	134640	12.2%
2	249356	22.7%
3	215720	19.6%
4	182120	16.6%
5	132343	12.0%

Value	Count	Frequency (%)
11	22980	2.1%
10	26941	2.5%
9	15920	1.4%
8	21659	2.0%
7	47809	4.3%

carrierdelay
Real number (ℝ)

MISSING ZEROS

Distinct	1028
Distinct (%)	0.5%
Missing	898621
Missing (%)	81.7%
Infinite	0
Infinite (%)	0.0%
Mean	27.89930934

Minimum	0
Maximum	2976
Zeros	70542
Zeros (%)	6.4%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	9
Q3	27
95-th percentile	110
Maximum	2976
Range	2976
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	73.37838885
Coefficient of variation (CV)	2.630114887
Kurtosis	153.8911316
Mean	27.89930934
Median Absolute Deviation (MAD)	9
Skewness	9.74809191
Sum	5602823
Variance	5384.38795
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	70542	6.4%
15	4312	0.4%
16	3975	0.4%
6	3680	0.3%
17	3654	0.3%
7	3505	0.3%
1	3423	0.3%
18	3370	0.3%
3	3368	0.3%
4	3302	0.3%
Other values (1018)	97692	8.9%
(Missing)	898621	81.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	70542	6.4%
1	3423	0.3%
2	3243	0.3%
3	3368	0.3%
4	3302	0.3%

Value	Count	Frequency (%)
2976	1	< 0.1%
2565	1	< 0.1%
2416	1	< 0.1%
2365	1	< 0.1%
2221	1	< 0.1%

weatherdelay
Real number (ℝ)

MISSING ZEROS

Distinct	540
Distinct (%)	0.3%
Missing	898621
Missing (%)	81.7%
Infinite	0
Infinite (%)	0.0%
Mean	3.100695637

Minimum	0
Maximum	1392
Zeros	193041
Zeros (%)	17.6%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1392
Range	1392
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	29.4744164
Coefficient of variation (CV)	9.505743178
Kurtosis	539.5258848
Mean	3.100695637
Median Absolute Deviation (MAD)	0
Skewness	19.77983184
Sum	622691
Variance	868.7412222
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	193041	17.6%
16	192	< 0.1%
15	157	< 0.1%
19	153	< 0.1%
17	150	< 0.1%
18	137	< 0.1%
6	129	< 0.1%
23	126	< 0.1%
24	122	< 0.1%
9	121	< 0.1%
Other values (530)	6495	0.6%
(Missing)	898621	81.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	193041	17.6%
1	82	< 0.1%
2	93	< 0.1%
3	89	< 0.1%
4	98	< 0.1%

Value	Count	Frequency (%)
1392	1	< 0.1%
1371	1	< 0.1%
1306	1	< 0.1%
1245	1	< 0.1%
1222	1	< 0.1%

nasdelay
Real number (ℝ)

MISSING ZEROS

Distinct	338
Distinct (%)	0.2%
Missing	898621
Missing (%)	81.7%
Infinite	0
Infinite (%)	0.0%
Mean	8.548806661

Minimum	0
Maximum	1147
Zeros	116711
Zeros (%)	10.6%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	12
95-th percentile	37
Maximum	1147
Range	1147
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	20.0829349
Coefficient of variation (CV)	2.349209158
Kurtosis	390.8574632
Mean	8.548806661
Median Absolute Deviation (MAD)	0
Skewness	12.30881961
Sum	1716797
Variance	403.3242741
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	116711	10.6%
1	4786	0.4%
15	3605	0.3%
2	3471	0.3%
16	3432	0.3%
3	3342	0.3%
4	3134	0.3%
17	3034	0.3%
5	2950	0.3%
6	2870	0.3%
Other values (328)	53488	4.9%
(Missing)	898621	81.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	116711	10.6%
1	4786	0.4%
2	3471	0.3%
3	3342	0.3%
4	3134	0.3%

Value	Count	Frequency (%)
1147	1	< 0.1%
985	1	< 0.1%
969	1	< 0.1%
963	1	< 0.1%
935	1	< 0.1%

securitydelay
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	132
Distinct (%)	0.1%
Missing	898621
Missing (%)	81.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.2136010318

Minimum	0
Maximum	983
Zeros	199313
Zeros (%)	18.1%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	983
Range	983
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.149683503
Coefficient of variation (CV)	19.42726338
Kurtosis	16477.81643
Mean	0.2136010318
Median Absolute Deviation (MAD)	0
Skewness	85.93091604
Sum	42896
Variance	17.21987317
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	199313	18.1%
15	71	< 0.1%
16	53	< 0.1%
19	46	< 0.1%
9	45	< 0.1%
17	45	< 0.1%
18	45	< 0.1%
12	44	< 0.1%
7	42	< 0.1%
23	41	< 0.1%
Other values (122)	1078	0.1%
(Missing)	898621	81.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	199313	18.1%
1	27	< 0.1%
2	31	< 0.1%
3	29	< 0.1%
4	28	< 0.1%

Value	Count	Frequency (%)
983	1	< 0.1%
291	1	< 0.1%
277	1	< 0.1%
264	1	< 0.1%
238	1	< 0.1%

lateaircraftdelay
Real number (ℝ)

MISSING ZEROS

Distinct	684
Distinct (%)	0.3%
Missing	898621
Missing (%)	81.7%
Infinite	0
Infinite (%)	0.0%
Mean	22.29295449

Minimum	0
Maximum	1615
Zeros	106887
Zeros (%)	9.7%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	25
95-th percentile	102
Maximum	1615
Range	1615
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	51.06507492
Coefficient of variation (CV)	2.290637382
Kurtosis	110.4185809
Mean	22.29295449
Median Absolute Deviation (MAD)	0
Skewness	7.517970666
Sum	4476938
Variance	2607.641876
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	106887	9.7%
15	2463	0.2%
16	2244	0.2%
17	2184	0.2%
19	2082	0.2%
18	2072	0.2%
20	1909	0.2%
14	1859	0.2%
21	1854	0.2%
13	1833	0.2%
Other values (674)	75436	6.9%
(Missing)	898621	81.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	106887	9.7%
1	1429	0.1%
2	1434	0.1%
3	1387	0.1%
4	1450	0.1%

Value	Count	Frequency (%)
1615	1	< 0.1%
1523	1	< 0.1%
1520	1	< 0.1%
1446	1	< 0.1%
1439	1	< 0.1%

firstdeptime
Real number (ℝ)

MISSING

Distinct	1176
Distinct (%)	22.4%
Missing	1094184
Missing (%)	99.5%
Infinite	0
Infinite (%)	0.0%
Mean	1314.428897

Minimum	2
Maximum	2358
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	2
5-th percentile	559
Q1	835
median	1308
Q3	1748
95-th percentile	2156
Maximum	2358
Range	2356
Interquartile range (IQR)	913

Descriptive statistics

Standard deviation	532.4216148
Coefficient of variation (CV)	0.4050592739
Kurtosis	-0.9740487852
Mean	1314.428897
Median Absolute Deviation (MAD)	459
Skewness	0.0520196668
Sum	6913896
Variance	283472.7759
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
600	19	< 0.1%
556	17	< 0.1%
557	16	< 0.1%
559	16	< 0.1%
655	15	< 0.1%
555	15	< 0.1%
657	15	< 0.1%
654	15	< 0.1%
805	14	< 0.1%
558	13	< 0.1%
Other values (1166)	5105	0.5%
(Missing)	1094184	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	1	< 0.1%
3	3	< 0.1%
4	1	< 0.1%
6	3	< 0.1%
7	2	< 0.1%

Value	Count	Frequency (%)
2358	4	< 0.1%
2357	1	< 0.1%
2356	2	< 0.1%
2355	2	< 0.1%
2354	1	< 0.1%

totaladdgtime
Real number (ℝ)

MISSING

Distinct	174
Distinct (%)	3.3%
Missing	1094187
Missing (%)	99.5%
Infinite	0
Infinite (%)	0.0%
Mean	31.75556401

Minimum	1
Maximum	278
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	16
median	26
Q3	39
95-th percentile	78
Maximum	278
Range	277
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	26.34703887
Coefficient of variation (CV)	0.8296825987
Kurtosis	14.97025126
Mean	31.75556401
Median Absolute Deviation (MAD)	12
Skewness	2.984127985
Sum	166939
Variance	694.1664573
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21	157	< 0.1%
14	151	< 0.1%
23	140	< 0.1%
26	136	< 0.1%
15	134	< 0.1%
16	131	< 0.1%
12	131	< 0.1%
18	130	< 0.1%
24	130	< 0.1%
30	129	< 0.1%
Other values (164)	3888	0.4%
(Missing)	1094187	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	49	< 0.1%
2	26	< 0.1%
3	46	< 0.1%
4	38	< 0.1%
5	52	< 0.1%

Value	Count	Frequency (%)
278	1	< 0.1%
269	2	< 0.1%
260	1	< 0.1%
255	1	< 0.1%
254	1	< 0.1%

longestaddgtime
Real number (ℝ)

MISSING

Distinct	168
Distinct (%)	3.2%
Missing	1094187
Missing (%)	99.5%
Infinite	0
Infinite (%)	0.0%
Mean	31.3414495

Minimum	1
Maximum	278
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	16
median	26
Q3	39
95-th percentile	77
Maximum	278
Range	277
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	25.75751172
Coefficient of variation (CV)	0.8218353692
Kurtosis	15.93374638
Mean	31.3414495
Median Absolute Deviation (MAD)	11
Skewness	3.046241891
Sum	164762
Variance	663.4494098
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21	159	< 0.1%
14	154	< 0.1%
23	139	< 0.1%
26	136	< 0.1%
30	134	< 0.1%
15	134	< 0.1%
18	131	< 0.1%
16	131	< 0.1%
12	131	< 0.1%
24	130	< 0.1%
Other values (158)	3878	0.4%
(Missing)	1094187	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	49	< 0.1%
2	26	< 0.1%
3	46	< 0.1%
4	38	< 0.1%
5	52	< 0.1%

Value	Count	Frequency (%)
278	1	< 0.1%
269	2	< 0.1%
260	1	< 0.1%
255	1	< 0.1%
254	1	< 0.1%

divairportlandings
Real number (ℝ)

SKEWED ZEROS

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003529966056

Minimum	0
Maximum	9
Zeros	1097142
Zeros (%)	99.8%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	9
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1277582648
Coefficient of variation (CV)	36.19249103
Kurtosis	4366.166569
Mean	0.003529966056
Median Absolute Deviation (MAD)	0
Skewness	62.89861948
Sum	3881
Variance	0.01632217423
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=4)

Value	Count	Frequency (%)
0	1097142	99.8%
1	2088	0.2%
9	195	< 0.1%
2	19	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1097142	99.8%
1	2088	0.2%
2	19	< 0.1%
9	195	< 0.1%

Value	Count	Frequency (%)
9	195	< 0.1%
2	19	< 0.1%
1	2088	0.2%
0	1097142	99.8%

divreacheddest
Real number (ℝ)

MISSING

Distinct	2
Distinct (%)	0.1%
Missing	1097337
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.7930707167

Minimum	0
Maximum	1
Zeros	436
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4052005427
Coefficient of variation (CV)	0.5109261182
Kurtosis	0.09656571329
Mean	0.7930707167
Median Absolute Deviation (MAD)	0
Skewness	-1.447920907
Sum	1671
Variance	0.1641874798
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	1671	0.2%
0	436	< 0.1%
(Missing)	1097337	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	436	< 0.1%
1	1671	0.2%

Value	Count	Frequency (%)
1	1671	0.2%
0	436	< 0.1%

divactualelapsedtime
Real number (ℝ)

MISSING

Distinct	618
Distinct (%)	37.0%
Missing	1097773
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	423.5332136

Minimum	-95
Maximum	1948
Zeros	0
Zeros (%)	0.0%
Negative	1
Negative (%)	< 0.1%
Memory size	8.4 MiB

Quantile statistics

Minimum	-95
5-th percentile	189
Q1	272.5
median	351
Q3	473
95-th percentile	1025
Maximum	1948
Range	2043
Interquartile range (IQR)	200.5

Descriptive statistics

Standard deviation	248.287934
Coefficient of variation (CV)	0.5862301372
Kurtosis	4.824868375
Mean	423.5332136
Median Absolute Deviation (MAD)	95
Skewness	2.054916015
Sum	707724
Variance	61646.89815
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
266	13	< 0.1%
336	11	< 0.1%
345	11	< 0.1%
355	10	< 0.1%
315	10	< 0.1%
332	10	< 0.1%
354	10	< 0.1%
330	9	< 0.1%
324	9	< 0.1%
241	9	< 0.1%
Other values (608)	1569	0.1%
(Missing)	1097773	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-95	1	< 0.1%
56	1	< 0.1%
59	1	< 0.1%
62	1	< 0.1%
63	2	< 0.1%

Value	Count	Frequency (%)
1948	1	< 0.1%
1874	1	< 0.1%
1694	1	< 0.1%
1484	1	< 0.1%
1470	1	< 0.1%

divarrdelay
Real number (ℝ)

MISSING

Distinct	535
Distinct (%)	32.0%
Missing	1097773
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	266.2315978

Minimum	-23
Maximum	1717
Zeros	0
Zeros (%)	0.0%
Negative	2
Negative (%)	< 0.1%
Memory size	8.4 MiB

Quantile statistics

Minimum	-23
5-th percentile	75
Q1	126.5
median	182
Q3	266
95-th percentile	900
Maximum	1717
Range	1740
Interquartile range (IQR)	139.5

Descriptive statistics

Standard deviation	251.8848413
Coefficient of variation (CV)	0.9461117438
Kurtosis	5.182160503
Mean	266.2315978
Median Absolute Deviation (MAD)	63
Skewness	2.31542705
Sum	444873
Variance	63445.97328
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
110	14	< 0.1%
166	14	< 0.1%
167	13	< 0.1%
116	12	< 0.1%
108	12	< 0.1%
225	12	< 0.1%
149	12	< 0.1%
169	11	< 0.1%
115	11	< 0.1%
146	11	< 0.1%
Other values (525)	1549	0.1%
(Missing)	1097773	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-23	1	< 0.1%
-12	1	< 0.1%
15	1	< 0.1%
17	1	< 0.1%
24	1	< 0.1%

Value	Count	Frequency (%)
1717	1	< 0.1%
1642	1	< 0.1%
1536	1	< 0.1%
1457	1	< 0.1%
1438	1	< 0.1%

divdistance
Real number (ℝ)

MISSING

Distinct	170
Distinct (%)	8.1%
Missing	1097337
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	44.73327005

Minimum	0
Maximum	2640
Zeros	1671
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	255.9
Maximum	2640
Range	2640
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	166.7707084
Coefficient of variation (CV)	3.72811351
Kurtosis	108.0699415
Mean	44.73327005
Median Absolute Deviation (MAD)	0
Skewness	8.883206231
Sum	94253
Variance	27812.46918
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1671	0.2%
89	24	< 0.1%
30	21	< 0.1%
36	21	< 0.1%
47	13	< 0.1%
94	13	< 0.1%
109	13	< 0.1%
213	12	< 0.1%
18	11	< 0.1%
198	10	< 0.1%
Other values (160)	298	< 0.1%
(Missing)	1097337	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1671	0.2%
11	4	< 0.1%
17	3	< 0.1%
18	11	< 0.1%
19	1	< 0.1%

Value	Count	Frequency (%)
2640	1	< 0.1%
2556	1	< 0.1%
2417	1	< 0.1%
2367	1	< 0.1%
1990	1	< 0.1%

div1airport
Text

MISSING

Distinct	212
Distinct (%)	9.2%
Missing	1097142
Missing (%)	99.8%
Memory size	8.4 MiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6906
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	54 ?
Unique (%)	2.3%

Sample

1st row	TYS
2nd row	RIC
3rd row	CLE
4th row	AVP
5th row	MKE

Value	Count	Frequency (%)
den	141	6.1%
lax	92	4.0%
ont	86	3.7%
dfw	64	2.8%
phx	59	2.6%
iah	57	2.5%
las	54	2.3%
slc	53	2.3%
ord	49	2.1%
atl	44	1.9%
Other values (202)	1603	69.6%

Most occurring characters

Value	Count	Frequency (%)
A	665	9.6%
S	544	7.9%
L	521	7.5%
D	494	7.2%
T	432	6.3%
O	382	5.5%
N	380	5.5%
C	348	5.0%
M	315	4.6%
I	315	4.6%
Other values (16)	2510	36.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	6906	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	665	9.6%
S	544	7.9%
L	521	7.5%
D	494	7.2%
T	432	6.3%
O	382	5.5%
N	380	5.5%
C	348	5.0%
M	315	4.6%
I	315	4.6%
Other values (16)	2510	36.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6906	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	665	9.6%
S	544	7.9%
L	521	7.5%
D	494	7.2%
T	432	6.3%
O	382	5.5%
N	380	5.5%
C	348	5.0%
M	315	4.6%
I	315	4.6%
Other values (16)	2510	36.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6906	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	665	9.6%
S	544	7.9%
L	521	7.5%
D	494	7.2%
T	432	6.3%
O	382	5.5%
N	380	5.5%
C	348	5.0%
M	315	4.6%
I	315	4.6%
Other values (16)	2510	36.3%

div1airportid
Real number (ℝ)

MISSING

Distinct	212
Distinct (%)	9.2%
Missing	1097142
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	12807.19505

Minimum	10135
Maximum	16869
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	10135
5-th percentile	10397
Q1	11298
median	12892
Q3	14100
95-th percentile	15016
Maximum	16869
Range	6734
Interquartile range (IQR)	2802

Descriptive statistics

Standard deviation	1539.911599
Coefficient of variation (CV)	0.1202380063
Kurtosis	-1.22333838
Mean	12807.19505
Median Absolute Deviation (MAD)	1370
Skewness	-0.01862951605
Sum	29482163
Variance	2371327.734
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11292	141	< 0.1%
12892	92	< 0.1%
13891	86	< 0.1%
11298	64	< 0.1%
14107	59	< 0.1%
12266	57	< 0.1%
12889	54	< 0.1%
14869	53	< 0.1%
13930	49	< 0.1%
10397	44	< 0.1%
Other values (202)	1603	0.1%
(Missing)	1097142	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10135	5	< 0.1%
10136	4	< 0.1%
10140	30	< 0.1%
10146	1	< 0.1%
10155	6	< 0.1%

Value	Count	Frequency (%)
16869	1	< 0.1%
16229	1	< 0.1%
16101	5	< 0.1%
15991	1	< 0.1%
15919	3	< 0.1%

div1airportseqid
Real number (ℝ)

MISSING

Distinct	212
Distinct (%)	9.2%
Missing	1097142
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	1280723.121

Minimum	1013506
Maximum	1686901
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1013506
5-th percentile	1039707
Q1	1129806
median	1289208
Q3	1410005
95-th percentile	1501606
Maximum	1686901
Range	673395
Interquartile range (IQR)	280199

Descriptive statistics

Standard deviation	153990.9882
Coefficient of variation (CV)	0.1202375328
Kurtosis	-1.223340853
Mean	1280723.121
Median Absolute Deviation (MAD)	136996
Skewness	-0.01862885887
Sum	2948224624
Variance	2.371322445 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1129202	141	< 0.1%
1289208	92	< 0.1%
1389101	86	< 0.1%
1129806	64	< 0.1%
1410702	59	< 0.1%
1226603	57	< 0.1%
1288903	54	< 0.1%
1486903	53	< 0.1%
1393007	49	< 0.1%
1039707	44	< 0.1%
Other values (202)	1603	0.1%
(Missing)	1097142	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1013506	5	< 0.1%
1013603	4	< 0.1%
1014005	30	< 0.1%
1014602	1	< 0.1%
1015502	6	< 0.1%

Value	Count	Frequency (%)
1686901	1	< 0.1%
1622903	1	< 0.1%
1610102	5	< 0.1%
1599102	1	< 0.1%
1591904	3	< 0.1%

div1wheelson
Real number (ℝ)

MISSING

Distinct	998
Distinct (%)	43.4%
Missing	1097142
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	1443.234144

Minimum	2
Maximum	2400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	2
5-th percentile	133.05
Q1	1030
median	1438
Q3	1957
95-th percentile	2301.95
Maximum	2400
Range	2398
Interquartile range (IQR)	927

Descriptive statistics

Standard deviation	595.933336
Coefficient of variation (CV)	0.4129152144
Kurtosis	-0.3515567787
Mean	1443.234144
Median Absolute Deviation (MAD)	470
Skewness	-0.4498463383
Sum	3322325
Variance	355136.541
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1029	9	< 0.1%
2120	8	< 0.1%
933	7	< 0.1%
2140	7	< 0.1%
2207	7	< 0.1%
2016	7	< 0.1%
1031	6	< 0.1%
2240	6	< 0.1%
2039	6	< 0.1%
2218	6	< 0.1%
Other values (988)	2233	0.2%
(Missing)	1097142	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	3	< 0.1%
3	1	< 0.1%
4	2	< 0.1%
5	2	< 0.1%
7	2	< 0.1%

Value	Count	Frequency (%)
2400	1	< 0.1%
2358	3	< 0.1%
2357	1	< 0.1%
2356	2	< 0.1%
2355	3	< 0.1%

div1totalgtime
Real number (ℝ)

MISSING

Distinct	151
Distinct (%)	6.6%
Missing	1097142
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	31.74847958

Minimum	1
Maximum	266
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	13
median	21
Q3	39
95-th percentile	99.95
Maximum	266
Range	265
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	30.32040526
Coefficient of variation (CV)	0.9550191271
Kurtosis	5.552218541
Mean	31.74847958
Median Absolute Deviation (MAD)	11
Skewness	2.095475573
Sum	73085
Variance	919.3269751
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18	78	< 0.1%
4	77	< 0.1%
13	76	< 0.1%
17	75	< 0.1%
5	73	< 0.1%
16	73	< 0.1%
14	67	< 0.1%
19	65	< 0.1%
15	64	< 0.1%
11	63	< 0.1%
Other values (141)	1591	0.1%
(Missing)	1097142	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	14	< 0.1%
3	28	< 0.1%
4	77	< 0.1%
5	73	< 0.1%

Value	Count	Frequency (%)
266	1	< 0.1%
218	1	< 0.1%
203	1	< 0.1%
192	1	< 0.1%
169	3	< 0.1%

div1longestgtime
Real number (ℝ)

MISSING

Distinct	141
Distinct (%)	6.1%
Missing	1097142
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	25.81494353

Minimum	1
Maximum	252
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	10
median	15
Q3	29
95-th percentile	91
Maximum	252
Range	251
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	27.93922415
Coefficient of variation (CV)	1.082288796
Kurtosis	6.832991602
Mean	25.81494353
Median Absolute Deviation (MAD)	7
Skewness	2.376252758
Sum	59426
Variance	780.600246
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	131	< 0.1%
12	124	< 0.1%
13	113	< 0.1%
9	107	< 0.1%
10	104	< 0.1%
14	97	< 0.1%
7	93	< 0.1%
5	83	< 0.1%
8	82	< 0.1%
4	79	< 0.1%
Other values (131)	1289	0.1%
(Missing)	1097142	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	14	< 0.1%
3	31	< 0.1%
4	79	< 0.1%
5	83	< 0.1%

Value	Count	Frequency (%)
252	1	< 0.1%
209	1	< 0.1%
192	1	< 0.1%
164	1	< 0.1%
163	1	< 0.1%

div1wheelsoff
Real number (ℝ)

MISSING

Distinct	860
Distinct (%)	50.8%
Missing	1097752
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	1408.33156

Minimum	1
Maximum	2400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1
5-th percentile	128.1
Q1	1104
median	1358
Q3	1833.25
95-th percentile	2302.45
Maximum	2400
Range	2399
Interquartile range (IQR)	729.25

Descriptive statistics

Standard deviation	574.9856353
Coefficient of variation (CV)	0.4082743379
Kurtosis	0.02678626034
Mean	1408.33156
Median Absolute Deviation (MAD)	356
Skewness	-0.4658804332
Sum	2382897
Variance	330608.4808
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1308	7	< 0.1%
1243	7	< 0.1%
954	6	< 0.1%
936	6	< 0.1%
1121	6	< 0.1%
1235	6	< 0.1%
1134	6	< 0.1%
1410	6	< 0.1%
1354	6	< 0.1%
1732	5	< 0.1%
Other values (850)	1631	0.1%
(Missing)	1097752	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	3	< 0.1%
3	4	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	2	< 0.1%

Value	Count	Frequency (%)
2400	2	< 0.1%
2359	1	< 0.1%
2356	2	< 0.1%
2353	1	< 0.1%
2352	2	< 0.1%

div1tailnum
Text

MISSING

Distinct	1385
Distinct (%)	81.9%
Missing	1097752
Missing (%)	99.8%
Memory size	8.4 MiB

Length

Max length	6
Median length	6
Mean length	5.978132388
Min length	5

Characters and Unicode

Total characters	10115
Distinct characters	34
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1111 ?
Unique (%)	65.7%

Sample

1st row	N603NN
2nd row	N607NN
3rd row	N533AE
4th row	N535EA
5th row	N551NN

Value	Count	Frequency (%)
n706tw	5	0.3%
n220wn	4	0.2%
n182sy	4	0.2%
n403yx	3	0.2%
n208sy	3	0.2%
n598jb	3	0.2%
n7840a	3	0.2%
n935ae	3	0.2%
n612ae	3	0.2%
n271sy	3	0.2%
Other values (1375)	1658	98.0%

Most occurring characters

Value	Count	Frequency (%)
N	2209	21.8%
8	614	6.1%
3	606	6.0%
7	589	5.8%
2	588	5.8%
9	560	5.5%
5	534	5.3%
4	532	5.3%
1	528	5.2%
6	525	5.2%
Other values (24)	2830	28.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5484	54.2%
Uppercase Letter	4631	45.8%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	2209	47.7%
A	354	7.6%
S	348	7.5%
W	266	5.7%
J	172	3.7%
Y	152	3.3%
B	146	3.2%
U	126	2.7%
K	124	2.7%
D	121	2.6%
Other values (14)	613	13.2%

Decimal Number

Value	Count	Frequency (%)
8	614	11.2%
3	606	11.1%
7	589	10.7%
2	588	10.7%
9	560	10.2%
5	534	9.7%
4	532	9.7%
1	528	9.6%
6	525	9.6%
0	408	7.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	5484	54.2%
Latin	4631	45.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	2209	47.7%
A	354	7.6%
S	348	7.5%
W	266	5.7%
J	172	3.7%
Y	152	3.3%
B	146	3.2%
U	126	2.7%
K	124	2.7%
D	121	2.6%
Other values (14)	613	13.2%

Common

Value	Count	Frequency (%)
8	614	11.2%
3	606	11.1%
7	589	10.7%
2	588	10.7%
9	560	10.2%
5	534	9.7%
4	532	9.7%
1	528	9.6%
6	525	9.6%
0	408	7.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10115	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	2209	21.8%
8	614	6.1%
3	606	6.0%
7	589	5.8%
2	588	5.8%
9	560	5.5%
5	534	5.3%
4	532	5.3%
1	528	5.2%
6	525	5.2%
Other values (24)	2830	28.0%

div2airport
Text

MISSING

Distinct	19
Distinct (%)	70.4%
Missing	1099417
Missing (%)	> 99.9%
Memory size	8.4 MiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	81
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	16 ?
Unique (%)	59.3%

Sample

1st row	TLH
2nd row	MLI
3rd row	TWF
4th row	LAX
5th row	LAX

Value	Count	Frequency (%)
dfw	6	22.2%
lax	3	11.1%
pie	2	7.4%
tlh	1	3.7%
mli	1	3.7%
twf	1	3.7%
iah	1	3.7%
den	1	3.7%
aza	1	3.7%
fll	1	3.7%
Other values (9)	9	33.3%

Most occurring characters

Value	Count	Frequency (%)
L	10	12.3%
D	8	9.9%
A	8	9.9%
F	8	9.9%
W	7	8.6%
I	6	7.4%
T	5	6.2%
P	4	4.9%
C	3	3.7%
U	3	3.7%
Other values (10)	19	23.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	81	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
L	10	12.3%
D	8	9.9%
A	8	9.9%
F	8	9.9%
W	7	8.6%
I	6	7.4%
T	5	6.2%
P	4	4.9%
C	3	3.7%
U	3	3.7%
Other values (10)	19	23.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	81	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
L	10	12.3%
D	8	9.9%
A	8	9.9%
F	8	9.9%
W	7	8.6%
I	6	7.4%
T	5	6.2%
P	4	4.9%
C	3	3.7%
U	3	3.7%
Other values (10)	19	23.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	81	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
L	10	12.3%
D	8	9.9%
A	8	9.9%
F	8	9.9%
W	7	8.6%
I	6	7.4%
T	5	6.2%
P	4	4.9%
C	3	3.7%
U	3	3.7%
Other values (10)	19	23.5%

div2airportid
Real number (ℝ)

MISSING

Distinct	19
Distinct (%)	70.4%
Missing	1099417
Missing (%)	> 99.9%
Infinite	0
Infinite (%)	0.0%
Mean	12676.88889

Minimum	10423
Maximum	15389
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	10423
5-th percentile	10643.3
Q1	11298
median	12889
Q3	14097
95-th percentile	15333.7
Maximum	15389
Range	4966
Interquartile range (IQR)	2799

Descriptive statistics

Standard deviation	1532.202521
Coefficient of variation (CV)	0.1208658161
Kurtosis	-1.075100109
Mean	12676.88889
Median Absolute Deviation (MAD)	1591
Skewness	0.3348815238
Sum	342276
Variance	2347644.564
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
11298	6	< 0.1%
12892	3	< 0.1%
14112	2	< 0.1%
14122	1	< 0.1%
14524	1	< 0.1%
12191	1	< 0.1%
10423	1	< 0.1%
15370	1	< 0.1%
13204	1	< 0.1%
12889	1	< 0.1%
Other values (9)	9	< 0.1%
(Missing)	1099417	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10423	1	< 0.1%
10466	1	< 0.1%
11057	1	< 0.1%
11292	1	< 0.1%
11298	6	< 0.1%

Value	Count	Frequency (%)
15389	1	< 0.1%
15370	1	< 0.1%
15249	1	< 0.1%
14524	1	< 0.1%
14122	1	< 0.1%

div2airportseqid
Real number (ℝ)

MISSING

Distinct	19
Distinct (%)	70.4%
Missing	1099417
Missing (%)	> 99.9%
Infinite	0
Infinite (%)	0.0%
Mean	1267693.222

Minimum	1042302
Maximum	1538902
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1042302
5-th percentile	1064332.3
Q1	1129806
median	1288903
Q3	1409704
95-th percentile	1533373.2
Maximum	1538902
Range	496600
Interquartile range (IQR)	279898

Descriptive statistics

Standard deviation	153219.9266
Coefficient of variation (CV)	0.1208651461
Kurtosis	-1.075098842
Mean	1267693.222
Median Absolute Deviation (MAD)	159097
Skewness	0.3348669168
Sum	34227717
Variance	2.34763459 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
1129806	6	< 0.1%
1289208	3	< 0.1%
1411206	2	< 0.1%
1412202	1	< 0.1%
1452401	1	< 0.1%
1219102	1	< 0.1%
1042302	1	< 0.1%
1537002	1	< 0.1%
1320402	1	< 0.1%
1288903	1	< 0.1%
Other values (9)	9	< 0.1%
(Missing)	1099417	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1042302	1	< 0.1%
1046602	1	< 0.1%
1105703	1	< 0.1%
1129202	1	< 0.1%
1129806	6	< 0.1%

Value	Count	Frequency (%)
1538902	1	< 0.1%
1537002	1	< 0.1%
1524906	1	< 0.1%
1452401	1	< 0.1%
1412202	1	< 0.1%

div2wheelson
Real number (ℝ)

MISSING

Distinct	27
Distinct (%)	100.0%
Missing	1099417
Missing (%)	> 99.9%
Infinite	0
Infinite (%)	0.0%
Mean	1058.074074

Minimum	13
Maximum	2338
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	13
5-th percentile	49.9
Q1	147
median	1218
Q3	1833.5
95-th percentile	2310.9
Maximum	2338
Range	2325
Interquartile range (IQR)	1686.5

Descriptive statistics

Standard deviation	873.4819326
Coefficient of variation (CV)	0.8255394911
Kurtosis	-1.748354273
Mean	1058.074074
Median Absolute Deviation (MAD)	917
Skewness	0.04602865
Sum	28568
Variance	762970.6866
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
1145	1	< 0.1%
243	1	< 0.1%
1818	1	< 0.1%
1400	1	< 0.1%
49	1	< 0.1%
1218	1	< 0.1%
1938	1	< 0.1%
2313	1	< 0.1%
2306	1	< 0.1%
301	1	< 0.1%
Other values (17)	17	< 0.1%
(Missing)	1099417	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
13	1	< 0.1%
49	1	< 0.1%
52	1	< 0.1%
57	1	< 0.1%
101	1	< 0.1%

Value	Count	Frequency (%)
2338	1	< 0.1%
2313	1	< 0.1%
2306	1	< 0.1%
2015	1	< 0.1%
1953	1	< 0.1%

div2totalgtime
Real number (ℝ)

MISSING

Distinct	17
Distinct (%)	63.0%
Missing	1099417
Missing (%)	> 99.9%
Infinite	0
Infinite (%)	0.0%
Mean	21.77777778

Minimum	4
Maximum	98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	4
5-th percentile	5.3
Q1	7
median	10
Q3	25
95-th percentile	67.1
Maximum	98
Range	94
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	24.56754165
Coefficient of variation (CV)	1.128101402
Kurtosis	2.693810692
Mean	21.77777778
Median Absolute Deviation (MAD)	3
Skewness	1.839666005
Sum	588
Variance	603.5641026
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
7	7	< 0.1%
10	4	< 0.1%
11	2	< 0.1%
15	1	< 0.1%
98	1	< 0.1%
41	1	< 0.1%
4	1	< 0.1%
27	1	< 0.1%
9	1	< 0.1%
6	1	< 0.1%
Other values (7)	7	< 0.1%
(Missing)	1099417	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	7	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
98	1	< 0.1%
68	1	< 0.1%
65	1	< 0.1%
63	1	< 0.1%
41	1	< 0.1%

div2longestgtime
Real number (ℝ)

MISSING

Distinct	17
Distinct (%)	63.0%
Missing	1099417
Missing (%)	> 99.9%
Infinite	0
Infinite (%)	0.0%
Mean	19.85185185

Minimum	4
Maximum	98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	4
5-th percentile	5.3
Q1	7
median	10
Q3	22.5
95-th percentile	59.8
Maximum	98
Range	94
Interquartile range (IQR)	15.5

Descriptive statistics

Standard deviation	22.23424888
Coefficient of variation (CV)	1.120008806
Kurtosis	5.150273981
Mean	19.85185185
Median Absolute Deviation (MAD)	3
Skewness	2.232024957
Sum	536
Variance	494.3618234
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
7	7	< 0.1%
10	4	< 0.1%
11	2	< 0.1%
15	1	< 0.1%
98	1	< 0.1%
41	1	< 0.1%
4	1	< 0.1%
27	1	< 0.1%
9	1	< 0.1%
6	1	< 0.1%
Other values (7)	7	< 0.1%
(Missing)	1099417	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	7	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
98	1	< 0.1%
61	1	< 0.1%
57	1	< 0.1%
44	1	< 0.1%
41	1	< 0.1%

div2wheelsoff
Real number (ℝ)

MISSING

Distinct	6
Distinct (%)	100.0%
Missing	1099438
Missing (%)	> 99.9%
Infinite	0
Infinite (%)	0.0%
Mean	1447.333333

Minimum	1043
Maximum	1956
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.4 MiB

Quantile statistics

Minimum	1043
5-th percentile	1111
Q1	1338.5
median	1432
Q3	1493.25
95-th percentile	1843.5
Maximum	1956
Range	913
Interquartile range (IQR)	154.75

Descriptive statistics

Standard deviation	298.2312302
Coefficient of variation (CV)	0.2060556634
Kurtosis	2.06749471
Mean	1447.333333
Median Absolute Deviation (MAD)	95.5
Skewness	0.7163663845
Sum	8684
Variance	88941.86667
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1506	1	< 0.1%
1455	1	< 0.1%
1409	1	< 0.1%
1043	1	< 0.1%
1956	1	< 0.1%
1315	1	< 0.1%
(Missing)	1099438	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1043	1	< 0.1%
1315	1	< 0.1%
1409	1	< 0.1%
1455	1	< 0.1%
1506	1	< 0.1%

Value	Count	Frequency (%)
1956	1	< 0.1%
1506	1	< 0.1%
1455	1	< 0.1%
1409	1	< 0.1%
1315	1	< 0.1%

div2tailnum
Text

MISSING

Distinct	6
Distinct (%)	100.0%
Missing	1099438
Missing (%)	> 99.9%
Memory size	8.4 MiB

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	36
Distinct characters	15
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	100.0%

Sample

1st row	N613NN
2nd row	N869AS
3rd row	N909SW
4th row	N27255
5th row	N924US

Value	Count	Frequency (%)
n613nn	1	16.7%
n869as	1	16.7%
n909sw	1	16.7%
n27255	1	16.7%
n924us	1	16.7%
n808nn	1	16.7%

Most occurring characters

Value	Count	Frequency (%)
N	10	27.8%
9	4	11.1%
8	3	8.3%
S	3	8.3%
2	3	8.3%
6	2	5.6%
0	2	5.6%
5	2	5.6%
1	1	2.8%
3	1	2.8%
Other values (5)	5	13.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20	55.6%
Uppercase Letter	16	44.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
9	4	20.0%
8	3	15.0%
2	3	15.0%
6	2	10.0%
0	2	10.0%
5	2	10.0%
1	1	5.0%
3	1	5.0%
7	1	5.0%
4	1	5.0%

Uppercase Letter

Value	Count	Frequency (%)
N	10	62.5%
S	3	18.8%
A	1	6.2%
W	1	6.2%
U	1	6.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	20	55.6%
Latin	16	44.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
9	4	20.0%
8	3	15.0%
2	3	15.0%
6	2	10.0%
0	2	10.0%
5	2	10.0%
1	1	5.0%
3	1	5.0%
7	1	5.0%
4	1	5.0%

Latin

Value	Count	Frequency (%)
N	10	62.5%
S	3	18.8%
A	1	6.2%
W	1	6.2%
U	1	6.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	36	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	10	27.8%
9	4	11.1%
8	3	8.3%
S	3	8.3%
2	3	8.3%
6	2	5.6%
0	2	5.6%
5	2	5.6%
1	1	2.8%
3	1	2.8%
Other values (5)	5	13.9%

div3airport
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div3airportid
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div3airportseqid
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div3wheelson
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div3totalgtime
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div3longestgtime
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div3wheelsoff
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div3tailnum
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div4airport
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div4airportid
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div4airportseqid
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div4wheelson
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div4totalgtime
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div4longestgtime
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div4wheelsoff
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div4tailnum
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div5airport
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div5airportid
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div5airportseqid
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div5wheelson
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div5totalgtime
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div5longestgtime
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div5wheelsoff
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

div5tailnum
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

empty_col
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1099444
Missing (%)	100.0%
Memory size	8.4 MiB

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script